Lixin Sun

6PUBLICATIONS
54CO-AUTHORS
Epidemiological modellingFunctional materialsElectrical circuits and systemsMicroelectromechanical systems (MEMS)Neural networks
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Journal

Publications (6)

|Oct 26, 2026
Enhanced diffusion sampling: Efficient rare event sampling and free energy calculation with diffusion models.

|Jan 17, 2025
A generative model for inorganic materials design.

Claudio Zeni, Robert Pinsler, Daniel Zügner

|Jul 18, 2024
Transferability and Accuracy of Ionic Liquid Simulations with Equivariant Machine Learning Interatomic Potentials.

Zachary A H Goodwin, Malia B Wenny, Julia H Yang

|Jul 17, 2023
Improving machine learning force fields for molecular dynamics simulations with fine-grained force metrics.

Zun Wang, Hongfei Wu, Lixin Sun

|Mar 11, 2022
Multitask Machine Learning of Collective Variables for Enhanced Sampling of Rare Events.

Lixin Sun, Jonathan Vandermause, Simon Batzner

|Mar 07, 2022
Dilute Alloys Based on Au, Ag, or Cu for Efficient Catalysis: From Synthesis to Active Sites.

Jennifer D Lee, Jeffrey B Miller, Anna V Shneidman

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Frequent Collaborators

3 joint publications

Boris Kozinsky

1 joint publications

Jennifer D Lee

1 joint publications

Jeffrey B Miller

1 joint publications

Jason F Weaver