Curriculum Vitae
Current State
Education Background
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Aug 2020-Jun 2023
- University of Science and Technology of China, Hefei, Anhui, China
- Major: Chemistry, Master of science
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Sept 2016-Jun 2020
- University of Science and Technology of Qingdao, Qingdao, Shandong, China
- Major: Chemistry, Bachelor of Science
Research Experience
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Feb 2022-Now
- Fabrication of Ionomer Colloids and Vesicle via Polyelectrolyte Complexation
- Study on the Behavior of Polyelectrolytes
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Oct 2021-Now
- Work as an intern in DP Technonlogy.
- Development of Differentiable Molecular Force Field Framework
Publications
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Wang X, Li J, Yang L, Chen F, Wang Y, Chang J, et al. DMFF: An Open-Source Automatic Differentiable Platform for Molecular Force Field Development and Molecular Dynamics Simulation, ChemRxiv, 2022, 10.26434/chemrxiv-2022-2c7gv
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Yang, L.; Li, J.; Chen, F.; Yu, K.*, Transferrable Range-Separated Force Field for Water: Combining the Power of Both Physically-Motivated Models and Machine Learning Techniques, J. Chem. Phys., 2022, 10.1063/5.0128780
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Shafat M.; Li, J.(co-first), Extending and Modifying LAMMPS Writing Your Own Source Code, PACKT, 2021, Amazon
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Song, J.; Li, J.; Zhibo Li*, Molecular Dynamics Simulations of Uniaxial Deformation of Bimodal Polyethylene Melts, Polymer, 2021, 10.1016/j.polymer.2020.123210
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Song, J., Li, J., Chan, H. S., Small-angle X-ray scattering signatures of conformational heterogeneity and homogeneity of disordered protein ensembles, J. Phys. Chem. B, 2021, 10.1021/acs.jpcb.1c02453
Software Projects
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DMFF Jax-based differantial molecular force field framework
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molpy A data structure used to describe molecules in computational chemistry
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flowie A lightweight workflow to manage computation tasks and analysis jobs
Skills
- Background: polymer physics, rheology and statistical physics
- Tools: LAMMPS, OpenMM, Jax-MD, Gaussian, CP2K
- Language: Python, C++, Fortran
- Framework: CUDA, MPI, TensorFlow/PyTorch/JAX, Qt
- Experience: secondary development of LAMMPS