Projects
Adapting Protein Language Models for Generative C05 CDR-H3 Design
Adapting ESM2 with antibody-domain pretraining and preference optimization to propose novel C05 antibody variants for experimental validation.
Particle track reconstruction as a spin-glass optimization problem
Casting the reconstruction of particle tracks from detector hits as a spin-glass optimization problem.
AI in the Sciences and Engineering
Analysis of the spectral bias of physics-informed neural networks, Fourier neural operators, and geometry-aware neural operators.