Search alternatives:
reactions algorithm » prediction algorithm (Expand Search), detection algorithm (Expand Search), selection algorithm (Expand Search)
surface reactions » surface interactions (Expand Search), surface projections (Expand Search), surface factors (Expand Search)
multiple surface » multiple sources (Expand Search)
reactions algorithm » prediction algorithm (Expand Search), detection algorithm (Expand Search), selection algorithm (Expand Search)
surface reactions » surface interactions (Expand Search), surface projections (Expand Search), surface factors (Expand Search)
multiple surface » multiple sources (Expand Search)
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Calculating Free-Energy Differences Using an Average Force: A Tutorial for Adaptive Biasing Force Simulations
Published 2025“…The purpose of this tutorial is to get the reader familiarized with the calculation of a free-energy change along a reaction-coordinate (RC) model through a number of applications of variants of the importance-sampling adaptive biasing force algorithm. …”
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data
Published 2025“…The repository includes: (1) Fenton reaction coordinate energetic profiles with relative energy calculations, (2) Performance benchmark data comparing QiankunNet and NAQS algorithms across multiple molecular systems (H₂, LiH, H₂O, CH₂, NH₃, CH₄, PH₃, LiF, LiCl, H₂S, Li₂O) with convergence time analysis, and (3) Additional quantum chemistry data for C₂ and N₂ molecules potential energy surface and the effect of parameters for H<sub>2</sub>O. …”
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Landscape17
Published 2025“…<h2>Overview</h2><p dir="ltr">Machine learning interatomic potentials (MLIPs) have achieved remarkable accuracy on standard benchmarks, yet their ability to reproduce molecular kinetics – critical for reaction rate calculations – remains largely unexplored. …”