2 papers
physics.chem-ph2025
Machine-Learned Electrostatic Potentials for Accurate Hydration Free Energy Calculations
Mathias Hilfiker, Leonardo Medrano Sandonas, Alexandre Tkatchenko +2
Free energy calculations are widely used tools in computational chemistry, but their dependence on the assignment of partial charges during force field parametrization reduces thei…
cs.LG2024
Pretraining Graph Transformers with Atom-in-a-Molecule Quantum Properties for Improved ADMET Modeling
Alessio Fallani, Ramil Nugmanov, Jose Arjona-Medina +3
We evaluate the impact of pretraining Graph Transformer architectures on atom-level quantum-mechanical features for the modeling of absorption, distribution, metabolism, excretion,…