Research Articles
Towards Exact Molecular Dynamics Simulations with Machine-Learned Force Fields
Exploring how machine-learned force fields are revolutionizing molecular dynamics simulations by bridging the gap between accuracy and computational efficiency.
Machine Learning Force Fields: Recent Advances and Remaining Challenges
Exploring how machine learning force fields are revolutionizing molecular simulation by combining quantum accuracy with computational efficiency
Towards Exact Molecular Dynamics Simulations with Invariant Machine-Learned Models
Exploring how invariant machine-learned models are revolutionizing molecular dynamics simulations, providing unprecedented accuracy in atomic-level modeling.