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@article{ma2023conceptualdesigngeneration,
abstract = {Concept generation is a creative step in the conceptual design phase, where designers often turn to brainstorming, mindmapping, or crowdsourcing design ideas to complement their own knowledge of the domain. Recent advances in natural language processing (NLP) and ... | {
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"abstract": "Concept generation is a creative step in the conceptual design phase, where designers often turn to brainstorming, mindmapping, or crowdsourcing design ideas to complement their own knowledge of the domain. Recent advances in natural... | 0P9w_S0AAAAJ:KUbvn5osdkgC | 36 | /scholar?hl=en&cites=16608122350620813083 | [
"16608122350620813083"
] | https://asmedigitalcollection.asme.org/IDETC-CIE/proceedings-abstract/IDETC-CIE2023/87349/1170650 | /scholar?oi=bibs&hl=en&q=related:G6f6xkjne-YJ:scholar.google.com/ | [
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@article{song2022whenfacedwith,
abstract = {As artificial intelligence (AI) assistance tools become more ubiquitous in engineering design, it becomes increasingly necessary to understand the influence of AI assistance on the design process and design effectiveness. Previous work has shown the advantages of incorporati... | {
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"abstract": "As artificial intelligence (AI) assistance tools become more ubiquitous in engineering design, it becomes increasingly necessary to understand the influence of AI assistance on the design process and design effectiveness. Previous work has show... | 0P9w_S0AAAAJ:tkaPQYYpVKoC | 34 | /scholar?hl=en&cites=10123157834569502012 | [
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] | https://asmedigitalcollection.asme.org/mechanicaldesign/article-abstract/144/2/021701/1114945 | /scholar?oi=bibs&hl=en&q=related:PE26bmqufIwJ:scholar.google.com/ | [
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@article{goucher-lambert2019usinghiddenmarkov,
abstract = {Recently, design researchers have begun to use neuroimaging methods (e.g., functional magnetic resonance imaging, fMRI) to understand a variety of cognitive processes relevant to design. However, common neuroimaging analysis techniques require significant assu... | {
"ENTRYTYPE": "article",
"ID": "goucher-lambert2019usinghiddenmarkov",
"abstract": "Recently, design researchers have begun to use neuroimaging methods (e.g., functional magnetic resonance imaging, fMRI) to understand a variety of cognitive processes relevant to design. However, common neuroimaging analysis tech... | 0P9w_S0AAAAJ:SeFeTyx0c_EC | 32 | /scholar?hl=en&cites=5818249137206786151 | [
"5818249137206786151"
] | https://www.cambridge.org/core/journals/proceedings-of-the-international-conference-on-engineering-design/article/using-hidden-markov-models-to-uncover-underlying-states-in-neuroimaging-data-for-a-design-ideation-task/FFECA47BD9133021144EA4BF37D40BFA | /scholar?oi=bibs&hl=en&q=related:Z_jujcOSvlAJ:scholar.google.com/ | [
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@article{mccomb2022aconceptualframework,
abstract = {The design community traditionally excels at multidisciplinary research efforts, integrating work from social science, engineering, computer science, and other disciplines. Simultaneously, design is also developing as a discipline in its own right. In order to balan... | {
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"abstract": "The design community traditionally excels at multidisciplinary research efforts, integrating work from social science, engineering, computer science, and other disciplines. Simultaneously, design is also developing as a discipline in i... | 0P9w_S0AAAAJ:VL0QpB8kHFEC | 31 | /scholar?hl=en&cites=2054999867637487909 | [
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] | https://www.sciencedirect.com/science/article/pii/S0142694X21000855 | /scholar?oi=bibs&hl=en&q=related:JdkB5H3ThBwJ:scholar.google.com/ | [
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@article{krishnakumar2022usingworkplacethriving,
abstract = {During the onset of the COVID‐19 crisis, universities rapidly pivoted to online formats and were often unable to adhere to the best practices of online learning highlighted in prior literature. It is well documented that a variety of barriers impeded “normal... | {
"ENTRYTYPE": "article",
"ID": "krishnakumar2022usingworkplacethriving",
"abstract": "During the onset of the COVID‐19 crisis, universities rapidly pivoted to online formats and were often unable to adhere to the best practices of online learning highlighted in prior literature. It is well documented that a vari... | 0P9w_S0AAAAJ:hkOj_22Ku90C | 29 | /scholar?hl=en&cites=10643487032490001201 | [
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] | https://onlinelibrary.wiley.com/doi/abs/10.1002/jee.20447 | /scholar?oi=bibs&hl=en&q=related:MQMLfxBDtZMJ:scholar.google.com/ | [
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@article{li2022usingphysics-informedgenerative,
abstract = {Computational fluid dynamics (CFD) simulations are useful in the field of engineering design as they provide deep insights on product or system performance without the need to construct and test physical prototypes. However, they can be very computationally i... | {
"ENTRYTYPE": "article",
"ID": "li2022usingphysics-informedgenerative",
"abstract": "Computational fluid dynamics (CFD) simulations are useful in the field of engineering design as they provide deep insights on product or system performance without the need to construct and test physical prototypes. However, the... | 0P9w_S0AAAAJ:dQ2og3OwTAUC | 28 | /scholar?hl=en&cites=6987329233899323240 | [
"6987329233899323240"
] | https://asmedigitalcollection.asme.org/computingengineering/article-abstract/22/4/044501/1133478 | /scholar?oi=bibs&hl=en&q=related:aH9F8-r692AJ:scholar.google.com/ | [
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@article{mehta2020miningdesignheuristics,
abstract = {In this research, we collected eye-tracking data from nine engineering graduate students as they redesigned a traditionally manufactured part for additive manufacturing (AM). Final artifacts were assessed for manufacturability and quality of final design, and desig... | {
"ENTRYTYPE": "article",
"ID": "mehta2020miningdesignheuristics",
"abstract": "In this research, we collected eye-tracking data from nine engineering graduate students as they redesigned a traditionally manufactured part for additive manufacturing (AM). Final artifacts were assessed for manufacturability and qua... | 0P9w_S0AAAAJ:B3FOqHPlNUQC | 27 | /scholar?hl=en&cites=12651429260001919693 | [
"12651429260001919693"
] | https://asmedigitalcollection.asme.org/mechanicaldesign/article-abstract/142/12/124502/1086965 | /scholar?oi=bibs&hl=en&q=related:zcJlv-Hnkq8J:scholar.google.com/ | [
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0.06944928318262... | 2025-06-14 | null | null | null | null | null | 1 | 6 | 4 | 11 | 5 | null |
@article{bayrak2021astrategicdecision-making,
abstract = {Advances in artificial intelligence create new opportunities for computers to support humans as peers in hybrid teams in several complex problem-solving situations. This paper proposes a decision-making architecture for adaptively informing decisions in human-c... | {
"ENTRYTYPE": "article",
"ID": "bayrak2021astrategicdecision-making",
"abstract": "Advances in artificial intelligence create new opportunities for computers to support humans as peers in hybrid teams in several complex problem-solving situations. This paper proposes a decision-making architecture for adaptively... | 0P9w_S0AAAAJ:VOx2b1Wkg3QC | 26 | /scholar?hl=en&cites=16473698746400821994 | [
"16473698746400821994"
] | https://www.sciencedirect.com/science/article/pii/S0167923620302451 | /scholar?oi=bibs&hl=en&q=related:6tIEfLpVnuQJ:scholar.google.com/ | [
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@article{alzayed2020candesignteams,
abstract = {Research on empathy has been surging in popularity in the engineering design community since empathy is known to help designers develop a deeper understanding of the users’ needs. Because of this, the design community has been invested in devising and assessing empathic ... | {
"ENTRYTYPE": "article",
"ID": "alzayed2020candesignteams",
"abstract": "Research on empathy has been surging in popularity in the engineering design community since empathy is known to help designers develop a deeper understanding of the users’ needs. Because of this, the design community has been invested in d... | 0P9w_S0AAAAJ:CHSYGLWDkRkC | 26 | /scholar?hl=en&cites=767391841868130843 | [
"767391841868130843"
] | https://asmedigitalcollection.asme.org/IDETC-CIE/proceedings-abstract/IDETC-CIE2020/1089999 | /scholar?oi=bibs&hl=en&q=related:GyoVetBSpgoJ:scholar.google.com/ | [
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@article{mccomb2018towardstherapid,
abstract = {The design of a system commits a significant portion of the final cost of that system. Many computational approaches have been developed to assist designers in the analysis (e.g., computational fluid dynamics) and synthesis (e.g., topology optimization) of engineered sys... | {
"ENTRYTYPE": "article",
"ID": "mccomb2018towardstherapid",
"abstract": "The design of a system commits a significant portion of the final cost of that system. Many computational approaches have been developed to assist designers in the analysis (e.g., computational fluid dynamics) and synthesis (e.g., topology ... | 0P9w_S0AAAAJ:-f6ydRqryjwC | 26 | /scholar?hl=en&cites=12473443512812928164 | [
"12473443512812928164"
] | https://link.springer.com/chapter/10.1007/978-3-030-05363-5_1 | /scholar?oi=bibs&hl=en&q=related:pHwdq8mSGq0J:scholar.google.com/ | [
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-0.2648169696331024... | 2025-06-14 | null | null | null | 4 | 4 | 6 | 4 | 5 | 1 | 2 | null |
@article{mccomb2016drawinginspirationfrom,
abstract = {Insights uncovered by research in design cognition are often utilized to develop methods used by human designers; in this work, such insights are used to inform and improve computational methodologies. This paper introduces the heterogeneous simulated annealing te... | {
"ENTRYTYPE": "article",
"ID": "mccomb2016drawinginspirationfrom",
"abstract": "Insights uncovered by research in design cognition are often utilized to develop methods used by human designers; in this work, such insights are used to inform and improve computational methodologies. This paper introduces the heter... | 0P9w_S0AAAAJ:YOwf2qJgpHMC | 26 | /scholar?hl=en&cites=14575987028316016155 | [
"14575987028316016155"
] | https://asmedigitalcollection.asme.org/mechanicaldesign/article-abstract/138/4/044501/474807 | /scholar?oi=bibs&hl=en&q=related:G056sflOSMoJ:scholar.google.com/ | [
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@article{allison2022artificialintelligenceand,
abstract = {Artificial intelligence (AI) has had a strong presence in engineering design for decades, and while theory, methods, and tools for engineering design have advanced significantly during this time, many grand challenges remain. Modern advancements in AI, includi... | {
"ENTRYTYPE": "article",
"ID": "allison2022artificialintelligenceand",
"abstract": "Artificial intelligence (AI) has had a strong presence in engineering design for decades, and while theory, methods, and tools for engineering design have advanced significantly during this time, many grand challenges remain. Mod... | 0P9w_S0AAAAJ:1yQoGdGgb4wC | 25 | /scholar?hl=en&cites=4016469878186342104 | [
"4016469878186342104"
] | https://asmedigitalcollection.asme.org/mechanicaldesign/article-abstract/144/2/020301/1128870 | /scholar?oi=bibs&hl=en&q=related:2HZa9BJevTcJ:scholar.google.com/ | [
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@article{raina2022designstrategynetwork:,
abstract = {Generative design problems often encompass complex action spaces that may be divergent over time, contain state-dependent constraints, or involve hybrid (discrete and continuous) domains. To address those challenges, this work introduces Design Strategy network (DS... | {
"ENTRYTYPE": "article",
"ID": "raina2022designstrategynetwork:",
"abstract": "Generative design problems often encompass complex action spaces that may be divergent over time, contain state-dependent constraints, or involve hybrid (discrete and continuous) domains. To address those challenges, this work introdu... | 0P9w_S0AAAAJ:eq2jaN3J8jMC | 25 | /scholar?hl=en&cites=18183872626828033344 | [
"18183872626828033344"
] | https://asmedigitalcollection.asme.org/mechanicaldesign/article-abstract/144/2/021404/1120713 | /scholar?oi=bibs&hl=en&q=related:QL0I088XWvwJ:scholar.google.com/ | [
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@article{alzayed2019expandingthesolution,
abstract = {Product dissection has been highlighted as an effective means of interacting with example products in order to produce creative outcomes. While product dissection is often conducted as a team in engineering design education, the research on the effectiveness of pro... | {
"ENTRYTYPE": "article",
"ID": "alzayed2019expandingthesolution",
"abstract": "Product dissection has been highlighted as an effective means of interacting with example products in order to produce creative outcomes. While product dissection is often conducted as a team in engineering design education, the resea... | 0P9w_S0AAAAJ:JV2RwH3_ST0C | 22 | /scholar?hl=en&cites=1920675074486201721 | [
"1920675074486201721"
] | https://asmedigitalcollection.asme.org/mechanicaldesign/article-abstract/141/3/032001/368528 | /scholar?oi=bibs&hl=en&q=related:eW2y182bpxoJ:scholar.google.com/ | [
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0.0574849657714366... | 2025-06-14 | null | null | null | null | 2 | 3 | 4 | 6 | 4 | 3 | null |
@article{agrawal2021amulti-agentreinforcement,
abstract = {Intelligent manufacturing (IM) embraces Industry 4.0 design principles to advance autonomy and increase manufacturing efficiency. However, many IM systems are created ad hoc, which limits the potential for generalizable design principles and operational guidel... | {
"ENTRYTYPE": "article",
"ID": "agrawal2021amulti-agentreinforcement",
"abstract": "Intelligent manufacturing (IM) embraces Industry 4.0 design principles to advance autonomy and increase manufacturing efficiency. However, many IM systems are created ad hoc, which limits the potential for generalizable design pr... | 0P9w_S0AAAAJ:t6usbXjVLHcC | 21 | /scholar?hl=en&cites=11114364921501013765 | [
"11114364921501013765"
] | https://www.cambridge.org/core/journals/proceedings-of-the-design-society/article/multiagent-reinforcement-learning-framework-for-intelligent-manufacturing-with-autonomous-mobile-robots/0F7B7B8155187863776936E24B73E615 | /scholar?oi=bibs&hl=en&q=related:BVchegIoPpoJ:scholar.google.com/ | [
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0.0531819984316... | 2025-06-14 | null | null | null | null | null | null | null | 3 | 9 | 9 | null |
@article{menold2018"thus,ihad,
abstract = {Effectively communicating designs to stakeholders or end users is a critical step in the design process yet can be a difficult challenge for engineers. Prototypes are unique tools that can enhance communication between these two groups, as prototypes are physical manifestatio... | {
"ENTRYTYPE": "article",
"ID": "menold2018\"thus,ihad",
"abstract": "Effectively communicating designs to stakeholders or end users is a critical step in the design process yet can be a difficult challenge for engineers. Prototypes are unique tools that can enhance communication between these two groups, as prot... | 0P9w_S0AAAAJ:TQgYirikUcIC | 21 | /scholar?hl=en&cites=10885619709891820035 | [
"10885619709891820035"
] | https://asmedigitalcollection.asme.org/IDETC-CIE/proceedings-abstract/IDETC-CIE2018/51845/275222 | /scholar?oi=bibs&hl=en&q=related:A7oXoHN9EZcJ:scholar.google.com/ | [
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@article{raina2021goal-directeddesignagents:,
abstract = {Engineering design problems often involve large state and action spaces along with highly sparse rewards. Since an exhaustive search of those spaces is not feasible, humans utilize relevant domain knowledge to condense the search space. Deep learning agents (DL... | {
"ENTRYTYPE": "article",
"ID": "raina2021goal-directeddesignagents:",
"abstract": "Engineering design problems often involve large state and action spaces along with highly sparse rewards. Since an exhaustive search of those spaces is not feasible, humans utilize relevant domain knowledge to condense the search ... | 0P9w_S0AAAAJ:olpn-zPbct0C | 20 | /scholar?hl=en&cites=7567886418252839904 | [
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@article{nolte2021thecognitiveexperience,
abstract = {The engineering design process can produce stress that endures even after it has been completed. This may be particularly true for students who engage with the process as novices. However, it is not known how individual components of the design process induce stres... | {
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"abstract": "The engineering design process can produce stress that endures even after it has been completed. This may be particularly true for students who engage with the process as novices. However, it is not known how individual components of ... | 0P9w_S0AAAAJ:LPZeul_q3PIC | 20 | /scholar?hl=en&cites=16049121280087902778 | [
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@article{mccomb2017impossiblebydesign?,
abstract = {The design process often requires work by teams, rather than individuals. During team based design it is likely that situations will arise in which individual members of the team have different opinions, yet a group decision must still be made. Unfortunately, Arrow’s... | {
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@article{prakash2020detectionofsystem,
abstract = {Three-dimensional printing systems have expanded the access to low cost, rapid methods for attaining physical prototypes or products. However, a cyber attack, system error, or operator error on a 3D-printing system may result in catastrophic situations, ranging from c... | {
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"abstract": "Three-dimensional printing systems have expanded the access to low cost, rapid methods for attaining physical prototypes or products. However, a cyber attack, system error, or operator error on a 3D-printing system may result in catastro... | 0P9w_S0AAAAJ:dfsIfKJdRG4C | 19 | /scholar?hl=en&cites=9923887783675662480 | [
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@article{raina2018designstrategytransfer,
abstract = {Planning and strategizing are essential parts of the design process and are based on the designer’s skill. Further, planning is an abstract skill that can be transferred between similar problems. However, planning and strategy transfer within design have not been e... | {
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"abstract": "Planning and strategizing are essential parts of the design process and are based on the designer’s skill. Further, planning is an abstract skill that can be transferred between similar problems. However, planning and strategy transfe... | 0P9w_S0AAAAJ:mB3voiENLucC | 19 | /scholar?hl=en&cites=17511203523048823620,4406218285409000388 | [
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@article{liew2022synthesisofphysical,
abstract = {Recent permafrost degradation across the high northern latitude regions has impacted the performance of the civil infrastructure. This study summarizes the current state of physical processes of permafrost degradation in a geotechnical context and the properties of per... | {
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"abstract": "Recent permafrost degradation across the high northern latitude regions has impacted the performance of the civil infrastructure. This study summarizes the current state of physical processes of permafrost degradation in a geotechnical co... | 0P9w_S0AAAAJ:tKAzc9rXhukC | 17 | /scholar?hl=en&cites=13289041947279055398 | [
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@article{mahan2018pullingatthe,
abstract = {While the combination of 3D scanning and printing processes holds much promise for the field of new product development, problems with repeatability and accuracy have limited the wider spread adoption of some digital prototyping tools, such as 3D scanners. Studies have explo... | {
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@article{krishnakumar2022thestorynovice,
abstract = {Communication with external audiences is a critical task within the design process. Yet, we lack fundamental knowledge about how designers communicate design solutions and decisions to such audiences. This is particularly problematic for novice designers, as without... | {
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"abstract": "Communication with external audiences is a critical task within the design process. Yet, we lack fundamental knowledge about how designers communicate design solutions and decisions to such audiences. This is particularly problematic f... | 0P9w_S0AAAAJ:zLWjf1WUPmwC | 16 | /scholar?hl=en&cites=13741268919544309896 | [
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@article{krishnakumar2021lostintranslation:,
abstract = {Prototyping plays a pivotal role in the engineering design process. Prototypes represent physical or digital manifestations of design ideas, and as such act as effective communication tools for designers. While the benefits of prototyping are well-documented in ... | {
"ENTRYTYPE": "article",
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@article{nolte2020assessingengineeringdesign:,
abstract = {In response to calls for engineering programs to better prepare students for future careers, many institutions offer courses with a design component to first-year engineering students. This work proposes that traditional exam-based assessments of design concep... | {
"ENTRYTYPE": "article",
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"abstract": "In response to calls for engineering programs to better prepare students for future careers, many institutions offer courses with a design component to first-year engineering students. This work proposes that traditional exam-bas... | 0P9w_S0AAAAJ:sSrBHYA8nusC | 16 | /scholar?hl=en&cites=11333903162726111422 | [
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@article{dhengre2020towardsenhancedcreativity,
abstract = {With an increase in the number of mobile apps making their way to users, there is a growing need for tools to support the app design process. While many tools focus on increasing the pace of development, few attempt to aide the designer in generating more crea... | {
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"abstract": "With an increase in the number of mobile apps making their way to users, there is a growing need for tools to support the app design process. While many tools focus on increasing the pace of development, few attempt to aide the d... | 0P9w_S0AAAAJ:tOudhMTPpwUC | 16 | /scholar?hl=en&cites=10202765011752470594 | [
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... | 2025-06-14 | null | null | null | null | null | null | 4 | 1 | 7 | 4 | null |
@article{lapp2019collaboratingwithstyle:,
abstract = {Collaborative problem solving can be successful or counterproductive. The performance of collaborative teams depends not only on team members’ abilities, but also on their cognitive styles. Cognitive style measures differences in problem-solving behavior: how peopl... | {
"ENTRYTYPE": "article",
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"abstract": "Collaborative problem solving can be successful or counterproductive. The performance of collaborative teams depends not only on team members’ abilities, but also on their cognitive styles. Cognitive style measures differences in prob... | 0P9w_S0AAAAJ:vV6vV6tmYwMC | 16 | /scholar?hl=en&cites=4482463696792225885,10484576357907451325 | [
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] | https://asmedigitalcollection.asme.org/IDETC-CIE/proceedings-abstract/IDETC-CIE2019/V007T06A029/1070182 | /scholar?oi=bibs&hl=en&q=related:XYjirfvoND4J:scholar.google.com/ | [
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@article{maier2019ananalysisof,
abstract = {Often, it is assumed that teams are better at solving problems than individuals working independently. However, recent work in engineering, design and psychology contradicts this assumption. This study aims to examine the behavior of teams engaged in data science competition... | {
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"abstract": "Often, it is assumed that teams are better at solving problems than individuals working independently. However, recent work in engineering, design and psychology contradicts this assumption. This study aims to examine the behavior of teams enga... | 0P9w_S0AAAAJ:YFjsv_pBGBYC | 16 | /scholar?hl=en&cites=6218576995548106460,9877453235763099643 | [
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] | https://www.emerald.com/insight/content/doi/10.1108/TPM-03-2019-0024/full/html | /scholar?oi=bibs&hl=en&q=related:3I4PfNTSTFYJ:scholar.google.com/ | [
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@article{mccomb2023focusandmodality:,
abstract = {The evolution of Artificial Intelligence (AI) and Machine Learning (ML) enables new ways to envision how computer tools will aid, work with, and even guide human teams. This paper explores this new paradigm of design by considering emerging variations of AI-Human colla... | {
"ENTRYTYPE": "article",
"ID": "mccomb2023focusandmodality:",
"abstract": "The evolution of Artificial Intelligence (AI) and Machine Learning (ML) enables new ways to envision how computer tools will aid, work with, and even guide human teams. This paper explores this new paradigm of design by considering emergi... | 0P9w_S0AAAAJ:EYYDruWGBe4C | 15 | /scholar?hl=en&cites=8259080243278385515 | [
"8259080243278385515"
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@article{liew2022understandingeffectsof,
abstract = {This paper presents the results of a community survey that was designed to better understand the effects of permafrost degradation and coastal erosion on civil infrastructure. Observations were collected from residents in four Arctic coastal communities: Point Lay, ... | {
"ENTRYTYPE": "article",
"ID": "liew2022understandingeffectsof",
"abstract": "This paper presents the results of a community survey that was designed to better understand the effects of permafrost degradation and coastal erosion on civil infrastructure. Observations were collected from residents in four Arctic c... | 0P9w_S0AAAAJ:2KloaMYe4IUC | 15 | /scholar?hl=en&cites=7549467034974795020 | [
"7549467034974795020"
] | https://www.mdpi.com/2077-1312/10/3/422 | /scholar?oi=bibs&hl=en&q=related:DLUx_0QYxWgJ:scholar.google.com/ | [
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@article{khanolkar2020predictingelasticstrain,
abstract = {In this work, an image colorization algorithm based on convolutional neural networks is explored as an approach to predict tensile plane-strain field components of microstructures featuring porosity defects. For the same, microstructures featuring porosity of ... | {
"ENTRYTYPE": "article",
"ID": "khanolkar2020predictingelasticstrain",
"abstract": "In this work, an image colorization algorithm based on convolutional neural networks is explored as an approach to predict tensile plane-strain field components of microstructures featuring porosity defects. For the same, microst... | 0P9w_S0AAAAJ:4fKUyHm3Qg0C | 15 | /scholar?hl=en&cites=13991899780223692101 | [
"13991899780223692101"
] | https://www.sciencedirect.com/science/article/pii/S0927025620305590 | /scholar?oi=bibs&hl=en&q=related:RW0Zxbc2LcIJ:scholar.google.com/ | [
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-0.56978273391723... | 2025-06-14 | null | null | null | null | null | null | 6 | 6 | 1 | 2 | null |
@article{puentes2020modelingastrategic,
abstract = {Human designers often work in a visual design space, projecting step-by-step design progression through evolving mental images. The strategic evolution of that design leverages heuristics based on experience and domain knowledge. The methodology presented in this pap... | {
"ENTRYTYPE": "article",
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"abstract": "Human designers often work in a visual design space, projecting step-by-step design progression through evolving mental images. The strategic evolution of that design leverages heuristics based on experience and domain knowledge. The me... | 0P9w_S0AAAAJ:EUQCXRtRnyEC | 15 | /scholar?hl=en&cites=10811380153634319613 | [
"10811380153634319613"
] | https://www.cambridge.org/core/journals/proceedings-of-the-design-society-design-conference/article/modeling-a-strategic-human-engineering-design-process-humaninspired-heuristic-guidance-through-learned-visual-design-agents/DAFA3970B77748BA38699C40BDE2516D | /scholar?oi=bibs&hl=en&q=related:_ewU9fe8CZYJ:scholar.google.com/ | [
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@article{nelson2019theprototypingbehaviors,
abstract = {Prototyping is a crucial part of new product development, and engineers and designers rely on prototyping to bring novel technologies to market. In recent years, tech-based startups like Tesla or Udacity have revolutionized their respective industries. However, m... | {
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@article{puentes2019heuristic-guidedsolutionsearch,
abstract = {Grammar-based design is typically a gradual process; incremental design changes are performed until a problem statement has been satisfied. While they offer an effective means for searching a design space, standard grammars risk being computationally cost... | {
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@article{ostrander2019acomparativestudy,
abstract = {Virtual Reality (VR) has been shown to be an effective assistive tool in the engineering design process, aiding designers in ergonomics studies, data visualization, and manufacturing simulation. Yet there is little research exploring the advantages of VR to assist i... | {
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@article{berdanier2018opportunitiesfornatural,
abstract = {This research full paper proposes opportunities to expand qualitative and textual data analysis using natural language processing (NLP), and demonstrates opportunities to use NLP in engineering education work in our presentation of two NLP-based projects as ex... | {
"ENTRYTYPE": "article",
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"abstract": "This research full paper proposes opportunities to expand qualitative and textual data analysis using natural language processing (NLP), and demonstrates opportunities to use NLP in engineering education work in our presentation ... | 0P9w_S0AAAAJ:bEWYMUwI8FkC | 15 | /scholar?hl=en&cites=2792500118781780028 | [
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@article{mccomb2018dataonthe,
abstract = {This experiment was conducted in order to compare different approaches that human teams use to solve design problems that change dynamically during solving. Specifically, study participants were given the task of designing a truss structure (similar to a bridge spanning a chas... | {
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@article{maier2022therelationshipbetween,
abstract = {Artificial intelligence (AI) is fundamentally changing how people work in nearly every field, including online finance. However, our ability to interact with AI is moderated by factors such as performance, complexity, and trust. The work presented in this study ana... | {
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"abstract": "Artificial intelligence (AI) is fundamentally changing how people work in nearly every field, including online finance. However, our ability to interact with AI is moderated by factors such as performance, complexity, and trust. The w... | 0P9w_S0AAAAJ:nrtMV_XWKgEC | 14 | /scholar?hl=en&cites=3799917827576729254 | [
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@article{zhang2021dataonthe,
abstract = {Human subject experiments are performed to assess the impact of artificial intelligence (AI) agents on distributed human design teams and individual human designers. In the team experiment, participants in teams of six develop and operate a drone fleet to deliver parcels routed... | {
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@article{alzayed2020doesempathybeget,
abstract = {The ability to understand and feel the needs and circumstances of others, also known as empathy, has been found to help engineering designers develop a deeper understanding of the design problems they solve. While prior work has examined the utility of empathic design ... | {
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"abstract": "The ability to understand and feel the needs and circumstances of others, also known as empathy, has been found to help engineering designers develop a deeper understanding of the design problems they solve. While prior work has examined ... | 0P9w_S0AAAAJ:7T2F9Uy0os0C | 14 | /scholar?hl=en&cites=10376292369842664903 | [
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@article{berdanier2020naturallanguageprocessing,
abstract = {This research paper presents recent work exploring the power of natural language processing (NLP) methods applied to qualitative engineering education data. As NLP and other machine learning methods are developed for qualitative data, it is important to prio... | {
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"abstract": "This research paper presents recent work exploring the power of natural language processing (NLP) methods applied to qualitative engineering education data. As NLP and other machine learning methods are developed for qualitativ... | 0P9w_S0AAAAJ:K3LRdlH-MEoC | 14 | /scholar?hl=en&cites=14089298827769655560 | [
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@article{maier2020analyzingthecharacteristics,
abstract = {The rapid digitalization of the world has affected engineering and design in a variety of ways, including the introduction of new computer-aided ideation tools. Cognitive assistants (CA), an increasingly common digital technology, use natural-language processi... | {
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"abstract": "The rapid digitalization of the world has affected engineering and design in a variety of ways, including the introduction of new computer-aided ideation tools. Cognitive assistants (CA), an increasingly common digital technology... | 0P9w_S0AAAAJ:dshw04ExmUIC | 14 | /scholar?hl=en&cites=7373884721806825080 | [
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@article{mccomb2014quantitativecomparisonof,
abstract = {Many design tasks are subject to changes in goals or constraints. For instance, a client might modify specifications after design has commenced, or a competitor may introduce a new technology or feature. A design team often cannot anticipate such changes, yet th... | {
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"abstract": "Many design tasks are subject to changes in goals or constraints. For instance, a client might modify specifications after design has commenced, or a competitor may introduce a new technology or feature. A design team often cannot ... | 0P9w_S0AAAAJ:W7OEmFMy1HYC | 14 | /scholar?hl=en&cites=18145434612967360856 | [
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@article{agrawal2023reinforcementlearningfor,
abstract = {Reinforcement learning algorithms can autonomously learn to search a design space for high-performance solutions. However, modern engineering often entails the use of computationally intensive simulation, which can lead to slower design timelines with highly it... | {
"ENTRYTYPE": "article",
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"abstract": "Reinforcement learning algorithms can autonomously learn to search a design space for high-performance solutions. However, modern engineering often entails the use of computationally intensive simulation, which can lead to slower ... | 0P9w_S0AAAAJ:AvfA0Oy_GE0C | 13 | /scholar?hl=en&cites=14437886537111824093 | [
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] | https://asmedigitalcollection.asme.org/computingengineering/article-abstract/23/4/041004/1150961 | /scholar?oi=bibs&hl=en&q=related:3ebxb0-tXcgJ:scholar.google.com/ | [
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@article{raina2023learningtodesign,
abstract = {Building an Artificial Intelligence (AI) agent that can design on its own has been a goal since the 1980s. Recently, deep learning has shown the ability to learn from large-scale data, enabling significant advances in data-driven design. However, learning over prior data... | {
"ENTRYTYPE": "article",
"ID": "raina2023learningtodesign",
"abstract": "Building an Artificial Intelligence (AI) agent that can design on its own has been a goal since the 1980s. Recently, deep learning has shown the ability to learn from large-scale data, enabling significant advances in data-driven design. Ho... | 0P9w_S0AAAAJ:URolC5Kub84C | 13 | /scholar?hl=en&cites=2685048048870743069 | [
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] | https://asmedigitalcollection.asme.org/mechanicaldesign/article-abstract/145/3/031402/1150239 | /scholar?oi=bibs&hl=en&q=related:HdzLdfk0QyUJ:scholar.google.com/ | [
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@article{singh2020analysingtheeffect,
abstract = {Social media influencers (SMI) are gaining interest and many are studying their influence on the online audience, little is known about the role played by them in offline teams. One such attempt to study the effect of influencers in co-design team is presented in this ... | {
"ENTRYTYPE": "article",
"ID": "singh2020analysingtheeffect",
"abstract": "Social media influencers (SMI) are gaining interest and many are studying their influence on the online audience, little is known about the role played by them in offline teams. One such attempt to study the effect of influencers in co-de... | 0P9w_S0AAAAJ:WbkHhVStYXYC | 13 | /scholar?hl=en&cites=2966192275170737344 | [
"2966192275170737344"
] | https://www.cambridge.org/core/journals/proceedings-of-the-design-society-design-conference/article/analysing-the-effect-of-selfefficacy-and-influencers-on-design-team-performance/FB7AF44CFEE4EFDC8AE77C2BE876990B | /scholar?oi=bibs&hl=en&q=related:wDwPoSgIKikJ:scholar.google.com/ | [
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@article{mccomb2015enhancementofshear,
abstract = {Reinforced concrete construction and steel construction are two of the most common contemporary construction methods. Both methods make use of composite decks as floor systems and diaphragms. During the design of composite decks, the interaction between the steel deck... | {
"ENTRYTYPE": "article",
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"abstract": "Reinforced concrete construction and steel construction are two of the most common contemporary construction methods. Both methods make use of composite decks as floor systems and diaphragms. During the design of composite decks, the int... | 0P9w_S0AAAAJ:ufrVoPGSRksC | 13 | /scholar?hl=en&cites=11481410782164355666 | [
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] | https://www.sciencedirect.com/science/article/pii/S014102961500067X | /scholar?oi=bibs&hl=en&q=related:Ugo_d0YqVp8J:scholar.google.com/ | [
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@article{mccomb2013combiningmulti-bodydynamics,
abstract = {Numerical simulations that predict the dynamics and performance of wave energy converters (WECs) require the simulation of complex fluid-structure interactions between a WEC device and the wave environment. Navier-Stokes computational fluid dynamics (CFD) sim... | {
"ENTRYTYPE": "article",
"ID": "mccomb2013combiningmulti-bodydynamics",
"abstract": "Numerical simulations that predict the dynamics and performance of wave energy converters (WECs) require the simulation of complex fluid-structure interactions between a WEC device and the wave environment. Navier-Stokes computa... | 0P9w_S0AAAAJ:u5HHmVD_uO8C | 13 | /scholar?hl=en&cites=20746837821804967 | [
"20746837821804967"
] | https://engrxiv.org/preprint/view/149/ | /scholar?oi=bibs&hl=en&q=related:p9GUmiO1SQAJ:scholar.google.com/ | [
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@article{gyory2021communicationinai-assisted,
abstract = {Human-artificial intelligent (AI) - assisted teaming is becoming a strategy for coalescing the complementary strengths of humans and computers to solve difficult tasks. Yet, there is still much to learn regarding how the integration of humans with AI agents int... | {
"ENTRYTYPE": "article",
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"abstract": "Human-artificial intelligent (AI) - assisted teaming is becoming a strategy for coalescing the complementary strengths of humans and computers to solve difficult tasks. Yet, there is still much to learn regarding how the integrati... | 0P9w_S0AAAAJ:HE397vMXCloC | 12 | /scholar?hl=en&cites=1844060435890356294 | [
"1844060435890356294"
] | https://www.cambridge.org/core/journals/proceedings-of-the-design-society/article/communication-in-aiassisted-teams-during-an-interdisciplinary-drone-design-problem/FFA6D55B0D901CEB676FC15373322937 | /scholar?oi=bibs&hl=en&q=related:RsCYOTJrlxkJ:scholar.google.com/ | [
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@article{puentes2020data-drivenheuristicinduction,
abstract = {Through experience, designers develop guiding principles, or heuristics, to aid decision-making in familiar design domains. Generalized versions of common design heuristics have been identified across multiple domains and applied by novices to design probl... | {
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@article{rismiller2020stochasticstackelberggames,
abstract = {Products must often endure unpredictable and challenging conditions while fulfilling their intended functions. Game-theoretic methods make it possible for designers to design solutions that are robust against complicated conditions, however, these methods a... | {
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@article{bracken2020areviewof,
abstract = {As additive manufacturing (AM) increases in popularity, many companies seek to identify which parts can be produced via AM. This has led to new areas of research known as “part filtering”, “part selection”, or “part identification” for AM. Numerous methods have been proposed ... | {
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@article{maier2019towardsanontology,
abstract = {Cognitive assistants such as IBM Watson and Siri are at the forefront of social and technological innovation and have the potential to solve many unique problems. However, the lack of standardization and classification within the field impedes critical analysis of exist... | {
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@article{alzayed2021empathiccreativity:can,
abstract = {Over the past decade, engineering design research has seen a significant surge of the discussion of empathy. As such, design researchers have been devoted in devising and assessing empathic design activities. While prior research has examined the utility of empat... | {
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"abstract": "Over the past decade, engineering design research has seen a significant surge of the discussion of empathy. As such, design researchers have been devoted in devising and assessing empathic design activities. While prior research ha... | 0P9w_S0AAAAJ:_Ybze24A_UAC | 10 | /scholar?hl=en&cites=2222938063282754781,11879743514419187612 | [
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@article{mccomb2017dataonthe,
abstract = {This experiment was carried out to record the step-by-step actions that humans take in solving a configuration design problem, either in small teams or individually. Specifically, study participants were tasked with configuring an internet-connected system of products to maint... | {
"ENTRYTYPE": "article",
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"abstract": "This experiment was carried out to record the step-by-step actions that humans take in solving a configuration design problem, either in small teams or individually. Specifically, study participants were tasked with configuring an internet-connec... | 0P9w_S0AAAAJ:L8Ckcad2t8MC | 10 | /scholar?hl=en&cites=13230962903758905556,3634236465210730361 | [
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@article{mccomb2016linkingpropertiesof,
abstract = {A team with the right characteristics can exceed the sum of their individual efforts. However, a team having the wrong characteristics may perform more poorly than the sum of its individuals. Therefore, it is crucial that teams are assembled and managed properly in o... | {
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"abstract": "A team with the right characteristics can exceed the sum of their individual efforts. However, a team having the wrong characteristics may perform more poorly than the sum of its individuals. Therefore, it is crucial that teams are asse... | 0P9w_S0AAAAJ:M3ejUd6NZC8C | 10 | /scholar?hl=en&cites=11628972237111905838 | [
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@article{mccomb2015fairnessandmanipulation:,
abstract = {The design process often requires work by teams, rather than individuals. During these times it is likely that situations will arise in which members of a team have different opinions, yet a group decision must still be made. Unfortunately, Arrow’s Impossibility... | {
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] | https://www.designsociety.org/publication/37857/fairness_and_manipulation_an_empirical_study_of_arrow%E2%80%99s_impossibility_theorem | /scholar?oi=bibs&hl=en&q=related:MbGbGtULJCMJ:scholar.google.com/ | [
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@article{wang2023arcticcoastalhazard,
abstract = {The thawing of permafrost in the Arctic has led to an increase in coastal land loss, flooding, and ground subsidence, seriously threatening civil infrastructure and coastal communities. However, a lack of tools for synthetic hazard assessment of the Arctic coast has hi... | {
"ENTRYTYPE": "article",
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"abstract": "The thawing of permafrost in the Arctic has led to an increase in coastal land loss, flooding, and ground subsidence, seriously threatening civil infrastructure and coastal communities. However, a lack of tools for synthetic hazard assess... | 0P9w_S0AAAAJ:WZBGuue-350C | 9 | /scholar?hl=en&cites=12886341126849971523 | [
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] | https://iopscience.iop.org/article/10.1088/1748-9326/acf4ac/meta | /scholar?oi=bibs&hl=en&q=related:Q0Vm6Pp61bIJ:scholar.google.com/ | [
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@article{williams2022designforartificial,
abstract = {The intersection between engineering design, manufacturing, and artificial intelligence offers countless opportunities for breakthrough improvements in how we develop new technology. However, achieving this synergy between the physical and the computational worlds ... | {
"ENTRYTYPE": "article",
"ID": "williams2022designforartificial",
"abstract": "The intersection between engineering design, manufacturing, and artificial intelligence offers countless opportunities for breakthrough improvements in how we develop new technology. However, achieving this synergy between the physica... | 0P9w_S0AAAAJ:vDijr-p_gm4C | 9 | /scholar?hl=en&cites=11370795399135551731 | [
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] | https://asmedigitalcollection.asme.org/computingengineering/article-abstract/22/6/060903/1147242 | /scholar?oi=bibs&hl=en&q=related:8-AeoysuzZ0J:scholar.google.com/ | [
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@article{agrawal2022comparingstrategiesfor,
abstract = {The design of cyber-physical systems often involves search within high-dimensional design spaces. When evaluating the performance of algorithms in tasks such as these, the patterns of exploration are often informative and can help support algorithm selection. How... | {
"ENTRYTYPE": "article",
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"abstract": "The design of cyber-physical systems often involves search within high-dimensional design spaces. When evaluating the performance of algorithms in tasks such as these, the patterns of exploration are often informative and can help s... | 0P9w_S0AAAAJ:_Re3VWB3Y0AC | 9 | /scholar?hl=en&cites=4272110270192051872 | [
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] | https://ieeexplore.ieee.org/abstract/document/9805401/ | /scholar?oi=bibs&hl=en&q=related:oGYY-KeVSTsJ:scholar.google.com/ | [
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@article{nolte2022notimefor,
abstract = {Engineering design induces mental stress for students and the sources of stress for each stage of design are unique. Therefore, strategies are needed to manage the stress of engineering design that are applicable across the design process. This study investigated the effect of ... | {
"ENTRYTYPE": "article",
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"abstract": "Engineering design induces mental stress for students and the sources of stress for each stage of design are unique. Therefore, strategies are needed to manage the stress of engineering design that are applicable across the design process. This st... | 0P9w_S0AAAAJ:JQOojiI6XY0C | 9 | /scholar?hl=en&cites=11393745730042978349 | [
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] | https://www.cambridge.org/core/journals/design-science/article/no-time-for-that-an-investigation-of-mindfulness-and-stress-in-firstyear-engineering-design/DAA4C26F4B576CB38B04AC457FC443FC | /scholar?oi=bibs&hl=en&q=related:LeBV9F-3Hp4J:scholar.google.com/ | [
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@article{maier2022comparinghumanand,
abstract = {The rapid digitalization of the world has affected engineering and design in a variety of ways, including the introduction of new computer-aided ideation tools. Cognitive assistants (CA), an increasingly common digital technology, use natural-language processing and art... | {
"ENTRYTYPE": "article",
"ID": "maier2022comparinghumanand",
"abstract": "The rapid digitalization of the world has affected engineering and design in a variety of ways, including the introduction of new computer-aided ideation tools. Cognitive assistants (CA), an increasingly common digital technology, use natu... | 0P9w_S0AAAAJ:PR6Y55bgFSsC | 9 | /scholar?hl=en&cites=9203264417513646248 | [
"9203264417513646248"
] | https://www.tandfonline.com/doi/abs/10.1080/09544828.2022.2032623 | /scholar?oi=bibs&hl=en&q=related:qKjkCzqQuH8J:scholar.google.com/ | [
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@article{singh2021comparingdesignoutcomes,
abstract = {Previous research has shown that experienced and novice individuals behave and think differently. Although experienced individuals are better at solving problems, organisations are constantly forming teams of experienced and novice designers to work together on th... | {
"ENTRYTYPE": "article",
"ID": "singh2021comparingdesignoutcomes",
"abstract": "Previous research has shown that experienced and novice individuals behave and think differently. Although experienced individuals are better at solving problems, organisations are constantly forming teams of experienced and novice d... | 0P9w_S0AAAAJ:Mojj43d5GZwC | 9 | /scholar?hl=en&cites=11922824195551542977 | [
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] | https://www.cambridge.org/core/journals/proceedings-of-the-design-society/article/comparing-design-outcomes-achieved-by-teams-of-expert-and-novice-designers-through-agentbased-simulation/C23E83FB5880190DE522A17D1181535B | /scholar?oi=bibs&hl=en&q=related:wT5In29hdqUJ:scholar.google.com/ | [
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@article{mccomb2018designingimprovedteams,
abstract = {Teams are ubiquitous, woven into the fabric of engineering and design. Often, it is assumed that teams are better at solving problems than individuals working independently. Recent work in engineering, design, and psychology has indicated that teams may not be the... | {
"ENTRYTYPE": "article",
"ID": "mccomb2018designingimprovedteams",
"abstract": "Teams are ubiquitous, woven into the fabric of engineering and design. Often, it is assumed that teams are better at solving problems than individuals working independently. Recent work in engineering, design, and psychology has indi... | 0P9w_S0AAAAJ:hFOr9nPyWt4C | 9 | /scholar?hl=en&cites=17681983420603040298 | [
"17681983420603040298"
] | https://asmedigitalcollection.asme.org/IDETC-CIE/proceedings-abstract/IDETC-CIE2018/51845/275186 | /scholar?oi=bibs&hl=en&q=related:KgJk5TwGY_UJ:scholar.google.com/ | [
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0.06028664484... | 2025-06-14 | null | null | null | null | 5 | 0 | 2 | 2 | null | null | null |
@article{agyemang2023uncoveringpotentialbias,
abstract = {Engineering design research has focused on developing and refining methods and evaluating design education in design education, design research and design in practice. One important aspect that is not thoroughly investigated is the influence of bias on design w... | {
"ENTRYTYPE": "article",
"ID": "agyemang2023uncoveringpotentialbias",
"abstract": "Engineering design research has focused on developing and refining methods and evaluating design education in design education, design research and design in practice. One important aspect that is not thoroughly investigated is th... | 0P9w_S0AAAAJ:b1wdh0AR-JQC | 8 | /scholar?hl=en&cites=9902380635479464567 | [
"9902380635479464567"
] | https://www.cambridge.org/core/journals/design-science/article/uncovering-potential-bias-in-engineering-design-a-comparative-review-of-bias-research-in-medicine/7633A8C5151ECF539FA8322E3B99B3CC | /scholar?oi=bibs&hl=en&q=related:d9p1ELlSbIkJ:scholar.google.com/ | [
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-0.153894290328... | 2025-06-14 | null | null | null | null | null | null | null | null | 1 | 7 | null |
@article{maier2021aqueryconundrum:,
abstract = {Cognitive assistants use vocal interfaces and artificial intelligence to assist humans with complex tasks. While much research has focused on the application of these devices, a few studies have addressed how these devices affect the way humans work. To fill this gap, th... | {
"ENTRYTYPE": "article",
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"abstract": "Cognitive assistants use vocal interfaces and artificial intelligence to assist humans with complex tasks. While much research has focused on the application of these devices, a few studies have addressed how these devices affect the way hu... | 0P9w_S0AAAAJ:V3AGJWp-ZtQC | 8 | /scholar?hl=en&cites=6334895394025500844 | [
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@article{nolte2020identifyingstresssignatures,
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@article{nelson2019theprototypingbehaviors,
abstract = {Prototyping is a crucial part of new product development and engineers and designers rely on prototyping to bring novel technologies to market. In recent years, tech-based startups like Tesla or Udacity have revolutionized their respective industries. However, ma... | {
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@article{puentes2018atwo-tieredgrammatical,
abstract = {Early stages of the engineering design process are vital to shaping the final design; each subsequent step builds from the initial concept. Innovation-driven engineering problems require designers to focus heavily on early-stage design generation, with constant a... | {
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@article{mccomb2018multi-objectiveoptimizationand,
abstract = {Water-lifting technologies for irrigation have significant potential to increase agricultural yields and stimulate economic growth in rural areas of the developing world. Human-powered water pumps have been used with great success in this rapidly developin... | {
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"abstract": "Water-lifting technologies for irrigation have significant potential to increase agricultural yields and stimulate economic growth in rural areas of the developing world. Human-powered water pumps have been used with great su... | 0P9w_S0AAAAJ:qUcmZB5y_30C | 8 | /scholar?hl=en&cites=16943771088046317877 | [
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@article{moghaddam2023emergingtechnologiesand,
abstract = {The early-stage product design and development (PDD) process fundamentally involves the processing, synthesis, and communication of a large amount of information to make a series of key decisions on design exploration and specification, concept generation and ... | {
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@article{pierce2021stochastically-trainedphysics-informedneural,
abstract = {Modern digital manufacturing processes, such as additive manufacturing, are cyber-physical in nature and utilize complex, process-specific simulations for both design and manufacturing. Although computational simulations can be used to optimi... | {
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"abstract": "Modern digital manufacturing processes, such as additive manufacturing, are cyber-physical in nature and utilize complex, process-specific simulations for both design and manufacturing. Although computational si... | 0P9w_S0AAAAJ:J-pR_7NvFogC | 7 | /scholar?hl=en&cites=10402445181379724165 | [
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@article{song2020topicmodelingand,
abstract = {The elicitation of customer pain points is a crucial early step in the design or redesign of successful products and services. Online, user-generated data contains rich, real-time information about customer experience, requirements, and preferences. However, it is a nontr... | {
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@article{mccomb2017validatingatool,
abstract = {The performance of a team is highly dependent on how the team is structured, how individuals in the team communicate with one another, and the properties exhibited by the problem being solved. It is generally assumed that teams are a superior approach in problem-solving ... | {
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"abstract": "The performance of a team is highly dependent on how the team is structured, how individuals in the team communicate with one another, and the properties exhibited by the problem being solved. It is generally assumed that teams are a superi... | 0P9w_S0AAAAJ:9ZlFYXVOiuMC | 7 | /scholar?hl=en&cites=4700504314987170853 | [
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@article{mccomb2015studyinghumandesign,
abstract = {Novel design methodologies are often evaluated through empirical studies involving human designers. However, such empirical studies can incur a high personnel cost. Further, it can be difficult to isolate the effects of specific team or individual characteristics. Th... | {
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"abstract": "Novel design methodologies are often evaluated through empirical studies involving human designers. However, such empirical studies can incur a high personnel cost. Further, it can be difficult to isolate the effects of specific team or... | 0P9w_S0AAAAJ:roLk4NBRz8UC | 7 | /scholar?hl=en&cites=14974866277703304526,2804882543431237485 | [
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@article{mccomb2014researchandpractice,
abstract = {Experiential learning is a key component in engineering education. In civil engineering, this component is typically delivered through multiple projects. These projects may include term projects for individual courses, senior design projects, theses, or independent s... | {
"ENTRYTYPE": "article",
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"abstract": "Experiential learning is a key component in engineering education. In civil engineering, this component is typically delivered through multiple projects. These projects may include term projects for individual courses, senior design pro... | 0P9w_S0AAAAJ:Y0pCki6q_DkC | 7 | /scholar?hl=en&cites=3945492780526481736 | [
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@article{chen2024acceleratingthermalsimulations,
abstract = {The temperature history of an additively-manufactured part plays a critical role in determining process-structure-property relationships in fusion-based additive manufacturing (AM) processes. Therefore, fast thermal simulation methods are needed for a variet... | {
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"abstract": "The temperature history of an additively-manufactured part plays a critical role in determining process-structure-property relationships in fusion-based additive manufacturing (AM) processes. Therefore, fast thermal simulation ... | 0P9w_S0AAAAJ:tuHXwOkdijsC | 6 | /scholar?hl=en&cites=3405699905583099905,4823822191089517766 | [
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@article{cobb2023aircraftverse:alarge-scale,
abstract = {We present AircraftVerse, a publicly available aerial vehicle design dataset. Aircraft design encompasses different physics domains and, hence, multiple modalities of representation. The evaluation of these designs requires the use of scientific analytical and s... | {
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"abstract": "We present AircraftVerse, a publicly available aerial vehicle design dataset. Aircraft design encompasses different physics domains and, hence, multiple modalities of representation. The evaluation of these designs requires the use... | 0P9w_S0AAAAJ:SpbeaW3--B0C | 6 | /scholar?hl=en&cites=7353853026426915408 | [
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] | https://proceedings.neurips.cc/paper_files/paper/2023/hash/8b94879b177d9780c17f5a78f62a6a8a-Abstract-Datasets_and_Benchmarks.html | /scholar?oi=bibs&hl=en&q=related:UIqbel0iDmYJ:scholar.google.com/ | [
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@article{gyory2022comparingtheimpacts,
author = {Joshua T Gyory and Kenneth Kotovsky and Christopher McComb and Jonathan Cagan},
citation = {Journal of Mechanical Design, 2022},
journal = {Journal of Mechanical Design},
pub_year = {2022},
title = {Comparing the Impacts on Team Behaviors Between AI and Human Proces... | {
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"author": "Joshua T Gyory and Kenneth Kotovsky and Christopher McComb and Jonathan Cagan",
"citation": "Journal of Mechanical Design, 2022",
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"journal": "Journal of Mechanical Design",
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... | 0P9w_S0AAAAJ:9Nmd_mFXekcC | 6 | /scholar?hl=en&cites=13507095051960955596 | [
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@article{singh2022virtualandface-to-face,
abstract = {The ongoing COVID-19 pandemic has accelerated the acceptance of virtual team collaboration as a replacement for face-to-face collaboration. Unlike face-to-face collaboration, virtual collaboration is influenced by unique factors, such as technology mediation. Howev... | {
"ENTRYTYPE": "article",
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"abstract": "The ongoing COVID-19 pandemic has accelerated the acceptance of virtual team collaboration as a replacement for face-to-face collaboration. Unlike face-to-face collaboration, virtual collaboration is influenced by unique factors, such... | 0P9w_S0AAAAJ:kzcrU_BdoSEC | 6 | /scholar?hl=en&cites=13266518653206597670 | [
"13266518653206597670"
] | https://asmedigitalcollection.asme.org/mechanicaldesign/article-abstract/144/7/071706/1139927 | /scholar?oi=bibs&hl=en&q=related:JhB5Em0kHLgJ:scholar.google.com/ | [
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@article{bracken2021partfilteringmethods,
abstract = {As additive manufacturing (AM) increases in popularity, many companies seek to identify which parts can be produced via AM. This has led to new areas of research known as “part filtering”, “part selection”, or “part identification” for AM. Numerous methods have bee... | {
"ENTRYTYPE": "article",
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"abstract": "As additive manufacturing (AM) increases in popularity, many companies seek to identify which parts can be produced via AM. This has led to new areas of research known as “part filtering”, “part selection”, or “part identification” fo... | 0P9w_S0AAAAJ:eMMeJKvmdy0C | 6 | /scholar?hl=en&cites=7304706871351085343,9465173075577055743 | [
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] | https://www.sciencedirect.com/science/article/pii/S2214860421002803 | /scholar?oi=bibs&hl=en&q=related:H4k8jzKIX2UJ:scholar.google.com/ | [
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@article{krishnakumar2021novicedesigners'use,
abstract = {Prototypes are critical design artifacts, and recent studies have established the ability of prototypes to facilitate communication. However, prior work suggests that novice designers often fail to perceive prototypes as effective communication tools, and strug... | {
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"13706191423121443183"
] | https://www.cambridge.org/core/journals/proceedings-of-the-design-society/article/novice-designers-use-of-prototypes-as-communication-tools/5E978390B30FC49EA79DDB1FFD628373 | /scholar?oi=bibs&hl=en&q=related:b8moFnssNr4J:scholar.google.com/ | [
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@article{tehrani2021aquantitativeapproach,
abstract = {The extended situational teaching model is a variation of situational teaching, which itself has roots in situational leadership. Application of situational leadership in education requires the teacher to lead students through various stages of the learning proces... | {
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@article{williams2020derivingmetamodelsto,
abstract = {The widespread growth of additive manufacturing, a field with a complex informatic “digital thread”, has helped fuel the creation of design repositories, where multiple users can upload distribute, and download a variety of candidate designs for a variety of situa... | {
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@article{saravanan2019decision-makinginthe,
abstract = {Prosthetists face a daunting number of decisions that directly affect an amputee’s ability to walk and indirectly affect the overall quality of life of that amputee. In addition, the lack of resources in low-income countries provides a barrier to receive care aft... | {
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@article{alzayed2018helpingteamsexpand,
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@article{santaeufemia2014improvingirrigationin,
abstract = {Water-lifting technologies in rural areas of the developing world have enormous potential to stimulate agricultural and economic growth. The treadle pump, a human-powered low-cost pump designed for irrigation in developing countries, can help farmers maximize... | {
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@article{doctorarastoo2023exploringthepotentials,
abstract = { For decades, cyber-physical systems (CPSs) have transformed the design and management of infrastructure systems, improving their performance through the combination of sensing, computing, and control. However, while the existing CPS paradigm supports infra... | {
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"abstract": " For decades, cyber-physical systems (CPSs) have transformed the design and management of infrastructure systems, improving their performance through the combination of sensing, computing, and control. However, while the exist... | 0P9w_S0AAAAJ:PoWvk5oyLR8C | 5 | /scholar?hl=en&cites=11391571452162927466 | [
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@article{baldwin2022adata-drivenapproach,
abstract = {Additive manufacturing is advantageous for producing lightweight components while maintaining function and form. This ability has been bolstered by the introduction of unit lattice cells and the gradation of those cells. In cases where loading varies throughout a p... | {
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@article{evans2022theproblemwith,
abstract = {Although music education has been proven to benefit students, music programs are often cut when public school funding is reduced. The cost of instruments is a significant financial burden on music programs, which restricts student access to high-quality instruments that wo... | {
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@article{song2022assessingmachinelearnability,
abstract = {Deep learning (DL) from various representations have succeeded in many fields. However, we know little about the machine learnability of distinct design representations when using DL to predict design performance. This paper proposes a graph representation for... | {
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@article{song2021addressingchallengesto,
abstract = {As Artificial Intelligence (AI) assistance tools become more ubiquitous in engineering design, it becomes increasingly necessary to understand the influence of AI assistance on the design process and design effectiveness. Previous work has shown the advantages of in... | {
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@article{williams2020comparingattribute-and,
abstract = {Online data repositories provide designers and engineers with a convenient source of data. Over time, the wealth and type of readily-available data within online repositories has greatly expanded. This data increase permits new uses for machine learning approach... | {
"ENTRYTYPE": "article",
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"abstract": "Online data repositories provide designers and engineers with a convenient source of data. Over time, the wealth and type of readily-available data within online repositories has greatly expanded. This data increase permits new use... | 0P9w_S0AAAAJ:UxriW0iASnsC | 5 | /scholar?hl=en&cites=3318865079694749688 | [
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@article{khanolkar2020usingdeepimage,
abstract = {The microstructure of a material governs mechanical properties such as strength and toughness. Various finite element analysis (FEA) software packages are used to perform structural analyses such as predicting the flow of strain or strain fields in a microstructure. En... | {
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"abstract": "The microstructure of a material governs mechanical properties such as strength and toughness. Various finite element analysis (FEA) software packages are used to perform structural analyses such as predicting the flow of strain or strain... | 0P9w_S0AAAAJ:xtRiw3GOFMkC | 5 | /scholar?hl=en&cites=4376103210618094478 | [
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] | https://www.sciencedirect.com/science/article/pii/S2351978920315900 | /scholar?oi=bibs&hl=en&q=related:joNWOa8KuzwJ:scholar.google.com/ | [
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@article{maier2019assessingtheimpact,
abstract = {Cognitive assistants, such as Apple’s Siri or Amazon’s Alexa, are increasingly becoming routine elements of our daily lives, yet the effects of such devices on the humans using them has been largely unstudied. While much research has proposed new intelligent systems fo... | {
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"abstract": "Cognitive assistants, such as Apple’s Siri or Amazon’s Alexa, are increasingly becoming routine elements of our daily lives, yet the effects of such devices on the humans using them has been largely unstudied. While much research has prop... | 0P9w_S0AAAAJ:35N4QoGY0k4C | 5 | /scholar?hl=en&cites=9101161226199272232 | [
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@article{evans2019criticalthinkingin,
abstract = {Within the domain of education, the term “critical thinking” is widely understood to mean the various skills that comprise an individual’s logical and reasoning abilities. It is critical that designers possess these abilities so that they can solve the complex problems... | {
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"abstract": "Within the domain of education, the term “critical thinking” is widely understood to mean the various skills that comprise an individual’s logical and reasoning abilities. It is critical that designers possess these abilities so that they... | 0P9w_S0AAAAJ:RYcK_YlVTxYC | 5 | /scholar?hl=en&cites=561950987242931251 | [
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@article{mccomb2018designpracticaas,
abstract = {This paper describes the design and evaluation of a novel assessment for first-year engineering design courses that is rooted in an authentic design challenge. This approach modifies the traditional written-exam approach typically found in engineering courses, which is ... | {
"ENTRYTYPE": "article",
"ID": "mccomb2018designpracticaas",
"abstract": "This paper describes the design and evaluation of a novel assessment for first-year engineering design courses that is rooted in an authentic design challenge. This approach modifies the traditional written-exam approach typically found in... | 0P9w_S0AAAAJ:j3f4tGmQtD8C | 5 | /scholar?hl=en&cites=13588346523462802841,10196112679893162187 | [
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] | https://engrxiv.org/index.php/engrxiv/preprint/view/239 | /scholar?oi=bibs&hl=en&q=related:mR3qPyuBk7wJ:scholar.google.com/ | [
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@article{mccomb2017elicitingconfigurationdesign,
abstract = {Configuration design problems, characterized by the selection and assembly of components into a final desired solution, are common in engineering design. Although a variety of theoretical approaches to solving configuration design problems have been develope... | {
"ENTRYTYPE": "article",
"ID": "mccomb2017elicitingconfigurationdesign",
"abstract": "Configuration design problems, characterized by the selection and assembly of components into a final desired solution, are common in engineering design. Although a variety of theoretical approaches to solving configuration des... | 0P9w_S0AAAAJ:mVmsd5A6BfQC | 5 | /scholar?hl=en&cites=2218421599828095153 | [
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] | https://www.designsociety.org/publication/39559/Eliciting+configuration+design+heuristics+with+hidden+Markov+models | /scholar?oi=bibs&hl=en&q=related:sbDO-7BqyR4J:scholar.google.com/ | [
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@article{mccomb2015heterogeneoussimulatedannealing,
abstract = {Although insights uncovered by design cognition are often utilized to develop the methods used by human designers, using such insights to inform computational methodologies also has the potential to improve the performance of design algorithms. This paper... | {
"ENTRYTYPE": "article",
"ID": "mccomb2015heterogeneoussimulatedannealing",
"abstract": "Although insights uncovered by design cognition are often utilized to develop the methods used by human designers, using such insights to inform computational methodologies also has the potential to improve the performance o... | 0P9w_S0AAAAJ:LkGwnXOMwfcC | 5 | /scholar?hl=en&cites=10972653936116404705 | [
"10972653936116404705"
] | https://www.designsociety.org/publication/37835/ | /scholar?oi=bibs&hl=en&q=related:4ZGCiZ6yRpgJ:scholar.google.com/ | [
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-0.3470795154571533,
-0.3826170563697815,
0.13402438163757324,
0.025237716734409332,
0.47713983058929443,
0.18389715254306793,
0.02090706117451191,
-0.241100966930... | 2025-06-14 | null | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | null |
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