Biomolecules · Quantitative Biology
Estimation of Protein-Ligand Unbinding Kinetics Using Non-Equilibrium Targeted Molecular Dynamics Simulations
Steffen Wolf, Marta Amaral, Maryse Lowinski, Francois Vallée +7
2019-11-12
Biological Physics · Physics
Estimating the Roles of Protonation and Electronic Polarization in Absolute Binding Affinity Simulations
Edward King, Ruxi Qi, Han Li, Ray Luo +1
2021-03-17
Biomolecules · Quantitative Biology
Ligand-induced protein dynamics differences correlate with protein-ligand binding affinities: An unsupervised deep learning approach
Ikki Yasuda, Katsuhiro Endo, Eiji Yamamoto, Yoshinori Hirano +1
2022-05-20
Quantitative Methods · Quantitative Biology
Binding Free Energies without Alchemy
Michael Brocidiacono, Brandon Novy, Rishabh Dey, Konstantin I. Popov +1
2026-03-18
Biomolecules · Quantitative Biology
DeepAtom: A Framework for Protein-Ligand Binding Affinity Prediction
Yanjun Li, Mohammad A. Rezaei, Chenglong Li, Xiaolin Li +1
2019-12-04
Quantitative Methods · Quantitative Biology
Look mom, no experimental data! Learning to score protein-ligand interactions from simulations
Michael Brocidiacono, James Wellnitz, Konstantin I. Popov, Alexander Tropsha
2025-12-04
Chemical Physics · Physics
QuantumBind-RBFE: Accurate Relative Binding Free Energy Calculations Using Neural Network Potentials
Francesc Sabanés Zariquiey, Stephen E. Farr, Stefan Doerr, Gianni De Fabritiis
2025-04-04
Machine Learning · Computer Science
ToxBench: A Binding Affinity Prediction Benchmark with AB-FEP-Calculated Labels for Human Estrogen Receptor Alpha
Meng Liu, Karl Leswing, Simon K. S. Chu, Farhad Ramezanghorbani +18
2025-07-15
Chemical Physics · Physics
Enhancing Protein-Ligand Binding Affinity Predictions using Neural Network Potentials
Francesc Sabanes Zariquiey, Raimondas Galvelis, Emilio Gallicchio, John D. Chodera +2
2024-02-15
Soft Condensed Matter · Physics
Calculation of absolute free energy of binding for theophylline and its analogs to RNA aptamer using nonequilibrium work values
Yoshiaki Tanida, Masakatsu Ito, Hideaki Fujitani
2009-11-13
Quantitative Methods · Quantitative Biology
Feature functional theory - binding predictor (FFT-BP) for the blind prediction of binding free energies
Bao Wang, Zhixiong Zhao, Duc D. Nguyen, Guo-Wei Wei
2017-04-03
Quantitative Methods · Quantitative Biology
A streamlined, general approach for computing ligand binding free energies and its application to GPCR-bound cholesterol
Reza Salari, Thomas Joseph, Ruchi Lohia, Jerome Henin +1
2018-10-02
Biomolecules · Quantitative Biology
Binding equilibrium and kinetics of membrane-anchored receptors and ligands in cell adhesion: insights from computational model systems and theory
Thomas R. Weikl, Jinglei Hu, Guang-Kui Xu, Reinhard Lipowsky
2016-06-15
Quantitative Methods · Quantitative Biology
Binding Affinity Prediction: From Conventional to Machine Learning-Based Approaches
Xuefeng Liu, Songhao Jiang, Xiaotian Duan, Archit Vasan +13
2025-10-08
Biomolecules · Quantitative Biology
Improved Protein-ligand Binding Affinity Prediction with Structure-Based Deep Fusion Inference
Derek Jones, Hyojin Kim, Xiaohua Zhang, Adam Zemla +6
2020-05-19
Biological Physics · Physics
Multisecond ligand dissociation dynamics from atomistic simulations
Steffen Wolf, Benjamin Lickert, Simon Bray, Gerhard Stock
2020-06-12
Machine Learning · Computer Science
Atomic Convolutional Networks for Predicting Protein-Ligand Binding Affinity
Joseph Gomes, Bharath Ramsundar, Evan N. Feinberg, Vijay S. Pande
2017-03-31
Statistical Mechanics · Physics
Precise binding free energy calculations for multiple molecules using an optimal measurement network of pairwise differences
Pengfei Li, Zhijie Li, Yu Wang, Huaixia Dou +3
2021-07-13
Machine Learning · Computer Science
A Large-Scale Dataset and Benchmark: Do Protein-Ligand Models Learn Binding Sites or Just Binding Likelihood?
Zhaohan Meng, Zhen Bai, Ke Yuan, Iadh Ounis +3
2026-05-26
Soft Condensed Matter · Physics
Binding cooperativity of membrane adhesion receptors
Heinrich Krobath, Bartosz Rozycki, Reinhard Lipowsky, Thomas R. Weikl
2009-06-03
Distributed, Parallel, and Cluster Computing · Computer Science
High-throughput Binding Affinity Calculations at Extreme Scales
Jumana Dakka, Matteo Turilli, David W Wright, Stefan J Zasada +4
2018-02-15