Swagatam Mukhopadhyay

Convex Optimization, Numerical Optimization, Attention Mechanism, Transformers, Molecular Machine Learning and Physics models, Diffusion Models, Protein LLMs, Graph Neural Networks, Message Passing, Sparse Learning and Sparsity methods, Active Learning, Physical AI (Symmetry aware, quantum mechanics aware etc.)