Chinmay S. Potnis

Physics-informed design of drug-excipient nanoparticles via free energy calculation and yoked deep learning

The discovery of self-assembling molecular systems is often constrained by the high computational cost of physics-based simulations and the limited generalizability of data-driven models trained on experimental datasets. This limits our ability to efficiently navigate massive des...