output
20182025
most citedAdvances in modeling complex materials: The rise of neuroevolution potentials

33 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2025Show all

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cond-mat.mtrl-sci2025★ 22 cited

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

Ting Liang, Ke Xu, Eric Lindgren +16

While machine-learned interatomic potentials offer near-quantum-mechanical accuracy for atomistic simulations, many are material-specific or computationally intensive, limiting the…

cond-mat.mtrl-sci2025★ 33 cited

Advances in modeling complex materials: The rise of neuroevolution potentials

Penghua Ying, Cheng Qian, Rui Zhao +4

Interatomic potentials are essential for driving molecular dynamics (MD) simulations, directly impacting the reliability of predictions regarding the physical and chemical properti…