GitHub

Boltzmann-Aligned Inverse Folding Model as a Predictor of Mutational Effects on Protein ...

The official implementation of our ICLR 2025 Spotlight paper "Boltzmann-Aligned Inverse Folding Model as a Predictor of Mutational Effects on Protein-Protein Interactions", which establishes a ...
IEEE

Neural Network-Based Inverse Design of Nonlinear Phononic Crystals

Abstract: Phononic crystals are artificial periodic structural composites. With the introduction of nonlinearity, nonlinear phononic crystals(NPCs) have shown some ...
IEEE

Score-Based Reverse Mean Propagation for Solving Inverse Problems

Existing diffusion-based methods for inverse problems sample from the posterior using score functions and accept the generated random samples as solutions. In applications that posterior mean is ...