How robust are modern graph neural network potentials in long and hot molecular dynamics simulations?

Research article (Machine Learning Science and Technology, 2022) · cited 72× · AI/ML
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How robust are modern graph neural network potentials in long and hot molecular dynamics simulations?

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How robust are modern graph neural network potentials in long and hot molecular dynamics simulations? is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). How robust are modern graph neural network potentials in long and hot molecular dynamics simulations?. Retrieved May 24, 2026, from https://4ort.xyz/entity/how-robust-are-modern-graph-neural-network-potentials-in-long-and-hot-molecular-dynamics-simulations
MLA “How robust are modern graph neural network potentials in long and hot molecular dynamics simulations?.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/how-robust-are-modern-graph-neural-network-potentials-in-long-and-hot-molecular-dynamics-simulations.
BibTeX @misc{4ortxyz_how-robust-are-modern-graph-neural-network-potentials-in-long-and-hot-molecular-dynamics-simulations_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{How robust are modern graph neural network potentials in long and hot molecular dynamics simulations?}}, year = {2026}, url = {https://4ort.xyz/entity/how-robust-are-modern-graph-neural-network-potentials-in-long-and-hot-molecular-dynamics-simulations}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): How robust are modern graph neural network potentials in long and hot molecular dynamics simulations? — https://4ort.xyz/entity/how-robust-are-modern-graph-neural-network-potentials-in-long-and-hot-molecular-dynamics-simulations (retrieved 2026-05-24)

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