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@@ -58,3 +58,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
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README.md

@@ -1,3 +1,106 @@
----
-license: mit
----
+# PHY_Master Prior Knowledge Base
+
+Dense vector index for physics textbooks, used by [PHY_Master](https://github.com/wkJIN/PHY_Master) MCTS-based physics problem solver.
+
+## Dataset Stats
+
+- **78,135** child chunks + **43,030** parent chunks
+- **78,135** vectors (384-dim, FAISS IndexFlatIP)
+- **Embedding**: [BAAI/bge-small-en-v1.5](https://huggingface.co/BAAI/bge-small-en-v1.5)
+- **Chunking**: Parent-child hierarchical
+
+## Source Materials (74 textbooks)
+
+### Landau & Lifshitz Course (10 volumes)
+1. Mechanics (3rd Ed.)
+2. Classical Theory of Fields (4th Ed.)
+3. Quantum Mechanics - Non-Relativistic Theory (3rd Ed.)
+4. Quantum Electrodynamics (2nd Ed.)
+5. Statistical Physics Part 1 (3rd Ed.)
+6. Fluid Mechanics (2nd Ed.)
+7. Theory of Elasticity (2nd Ed.)
+8. Electrodynamics of Continuous Media (2nd Ed.)
+9. Statistical Physics Part 2 (1st Ed.)
+10. Physical Kinetics (1st Ed.)
+
+### Quantum Field Theory
+- Steven Weinberg: The Quantum Theory of Fields Vol. 1-3 (Foundations, Modern Applications, Supersymmetry)
+- Field Theory: A Path Integral Approach (Ashok Das)
+- Gauge Fields: An Introduction to Quantum Theory (Faddeev)
+- Renormalization (J.C. Collins)
+
+### Particle Physics & QCD
+- Modern Particle Physics (Mark Thomson)
+- Introduction to High Energy Physics (4th ed., Donald H. Perkins)
+- Gauge Theory of Elementary Particle Physics (Ta-Pei Cheng, Ling-Fong Li) + Problems and Solutions
+- Standard Model of Particle Physics (W.N. Cottingham, D.A. Greenwood)
+- Quarks and Leptons: Introductory Course in Modern Particle Physics (Francis Halzen, Alan D. Martin)
+- Foundations of Perturbative QCD (John C. Collins)
+- Applications of Perturbative QCD (R.D. Field)
+- Quantum Chromodynamics at High Energy (Kovchegov, Levin)
+- Scattering Amplitudes in Gauge Theories (Johannes M. Henn, Jan C. Plefka)
+
+### String Theory & Conformal Field Theory
+- String Theory Vol. I: Introduction to the Bosonic String
+- String Theory Vol. II: Superstring Theory and Beyond
+- String Theory in a Nutshell (Elias Kiritsis)
+- Basic Concepts of String Theory
+- Introduction to Black Holes, Information and the String Theory Revolution
+- Introduction to Conformal Field Theory (Ralph Blumenhagen)
+- Advanced Mathematical Methods: Conformal Field Theory
+- Quantum Fields and Strings: A Course for Mathematicians Vol. 1-2
+
+### Condensed Matter Physics
+- Condensed Matter Field Theory (Altland & Simons)
+- Modern Condensed Matter Physics (Steven M. Girvin, Kun Yang)
+- Introduction to Many-Body Physics (chapters 16-18, Piers Coleman)
+- Many-Body Quantum Theory in Condensed Matter Physics (Henrik Bruus, Karsten Flensberg)
+- Field Theory of Condensed Matter and Ultracold Gases (Nicolas Dupuis)
+- Basic Aspects of the Quantum Theory of Solids (Daniel I. Khomskii)
+- Transition Metal Compounds (Daniel I. Khomskii)
+- Quantum Phases of Matter (Subir Sachdev)
+- Quantum Transport Theory (Jorgen Rammer)
+- Superconductivity: An Introduction (Reinhold Kleiner, Werner Buckel, Rudolf Huebener)
+
+### Statistical Physics & Thermodynamics
+- Advanced Statistical Mechanics
+- Statistical Mechanics (Schwartz)
+- Statistical Physics of Particles (Mehran Kardar)
+- Statistical Physics of Fields (Mehran Kardar)
+- Non-equilibrium Thermodynamics (S.R. De Groot, P. Mazur)
+
+### General Relativity & Cosmology
+- Gravitation and Cosmology (Steven Weinberg)
+- Gravitation and Spacetime (Hans C. Ohanian, Remo Ruffini)
+- Modern General Relativity: Black Holes, Gravitational Waves, and Cosmology (Mike Guidry)
+- The Mathematical Theory of Black Holes (S. Chandrasekhar)
+- Cosmology (Daniel Baumann, 2021)
+- Introduction to Cosmology (Barbara Ryden)
+- The Geometry of the Universe (C. Rourke)
+
+### Astrophysics & Stellar Physics
+- Galactic Dynamics (James Binney, Scott Tremaine)
+- Dynamics of Planetary Systems (Scott Tremaine)
+- Astrophysics of Planet Formation (Philip J. Armitage)
+- Pulsar Astronomy (5th Edition, Andrew Lyne, Francis Graham-Smith)
+- Solar Energetic Particles
+- Accretion Power in Astrophysics (Juhan Frank, Andrew King, Derek Raine)
+
+### Compact Objects & Nuclear Physics
+- Black Holes, White Dwarfs and Neutron Stars: The Physics of Compact Objects (Stuart L. Shapiro, Saul A. Teukolsky)
+- Compact Stars: Nuclear Physics, Particle Physics and General Relativity (Norman K. Glendenning)
+- Neutron Stars 1: Equation of State and Structure (P. Haensel, A.Y. Potekhin, D.G. Yakovlev)
+- An Introduction to Nuclear Physics (W.N. Cottingham)
+- Fundamentals of Neutrino Physics and Astrophysics (Carlo Giunti, Chung W. Kim)
+- Particle Physics and Cosmology: Dark Matter (Mark Srednicki)
+
+### Quantum Information & Computation
+- Quantum Computation and Quantum Information (Nielsen & Chuang)
+- Quantum Computer Science: An Introduction (N. David Mermin)
+- Quantum Computing: From Linear Algebra to Physical Realization
+- Quantum Information
+- Quantum Optics (Marlan O. Scully, Muhammad Suhail Zubairy)
+
+## License
+
+Research and educational use only. Respect original textbook copyrights.

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