ChemGuide: A Chemistry-Inspired Diffusion Model with Non-Differentiable Guidance
Start Date:
- Developed an equivariant diffusion model that integrates guidance from a non-differentiable quantum chemistry oracle.
- Implemented novel gradient estimation techniques using zeroth-order optimization and bilevel optimization.
- Outperformed existing methods in generating molecules with desired properties while enhancing stability.