Lin-Ying Zhang

ConSolv: Solvent-Conditional Machine Learning Implicit Solvent Potential

ConSolv is presented, a solvent-conditional MLP architecture that explicitly incorporates solvent effects on solute interactions through an attention-based solvent embedding block that outperforms classical explicit solvent methods and selected ab initio implicit solvent approaches across multiple solvation free energy...