Peichen Zhong

Orcid: 0000-0003-1921-1628

According to our database1, Peichen Zhong authored at least 10 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2025
A universal augmentation framework for long-range electrostatics in machine learning interatomic potentials.
CoRR, July, 2025

Cross-functional transferability in universal machine learning interatomic potentials.
CoRR, April, 2025

Machine learning interatomic potential can infer electrical response.
CoRR, April, 2025

Large Language Models Are Innate Crystal Structure Generators.
CoRR, February, 2025

2024
Learning charges and long-range interactions from energies and forces.
CoRR, 2024

Overcoming systematic softening in universal machine learning interatomic potentials by fine-tuning.
CoRR, 2024

2023
CHGNet as a pretrained universal neural network potential for charge-informed atomistic modelling.
Nat. Mac. Intell., September, 2023

Computational Modeling of Multicomponent Disordered Rocksalt Cathodes
PhD thesis, 2023

CHGNet: Pretrained universal neural network potential for charge-informed atomistic modeling.
CoRR, 2023

2022
smol: A Python package for cluster expansions and beyond.
J. Open Source Softw., 2022


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