ZF
Zhao Fan
Lawrence Berkeley National Laboratory, UC Berkeley, Johns Hopkins University, University of Science and Technology Beijing, University of Tokyo
0000-0002-2523-2532
Employment
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Lawrence Berkeley National Laboratory Postdoctoral scholar2023 - Present
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UC Berkeley Visiting Scholar2023 - Present
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University of Tokyo Co-operative Research Fellow2022 - 2022
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University of California Irvine Postdoctoral fellow2021 - 2022
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Johns Hopkins University Postdoctoral scholar2021 - 2021
Education
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Johns Hopkins University Ph.D.2016 - 2020
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University of Science and Technology Beijing Master2013 - 2016
Projects & Funding
Projects & funding information is unavailable.
Publications (15)
- Convolutional neural networks enable high-fidelity prediction of rotation-invariant properties of amorphous and crystalline materials Save
- Efficient machine learning interatomic potentials robust for liquid and multiple solid polymorphs of NaF and KF Save
- Multistage nucleation pathway in LiF molten salt mirrors the crystal–melt interface structure Save
- Structural origin of the anisotropic local mechanical response of amorphous silicon Save
- Microscopic mechanisms of pressure-induced amorphous-amorphous transitions and crystallisation in silicon Save
- Predicting path-dependent diffusion barrier spectra in vast compositional space of multi-principal element alloys via convolutional neural networks Save
- Predicting the location of shear band initiation in a metallic glass Save
- Predicting orientation-dependent plastic susceptibility from static structure in amorphous solids via deep learning Save
- Tension–compression asymmetry in amorphous silicon Save
- Atomic vibration as an indicator of the propensity for configurational rearrangements in metallic glasses Save