Jiahui Chen
Assistant Professor at University of Arkansas
Fayetteville, Arkansas, United States
Summary
👤
Senior🎓
Top SchoolJiahui Chen is an assistant professor and computational biochemist with a decade of experience applying machine learning, topology, and differential geometry to protein design, protein–protein and protein–ligand interactions. She has led or co-led over $3M in funding from NIH, NSF, and industry, holds a U.S. patent for ML-driven electrostatic analysis, and has authored 31+ papers with 2,700+ citations in top journals. Her work blends rigorous numerical methods (Treecode/FMM, Poisson–Boltzmann solvers) with modern ML—developing GNNs, GANs, and models for SARS-CoV-2 variant prediction and protein degradation—while contributing code to community tools like APBS. An experienced instructor and advisor, she teaches senior ML courses and has supervised PhD and undergraduate researchers, uniquely bridging deep algorithmic engineering with real-world biological problems.
9 years of coding experience
9 years of employment as a software developer
Bachelor of Science - BS, Applied Mathematics, Bachelor of Science - BS, Applied Mathematics at Xi'an Jiaotong-Liverpool UniversityDoctor of Philosophy - PhD, Computational and Applied Mathematics, Doctor of Philosophy - PhD, Computational and Applied Mathematics at Southern Methodist University
Chinese, English
Github Skills (15)
github-pages10
jekyll10
responsive10
jekyll-theme10
biophysics9
bioinformatics9
poisson9
integral9
docking9
chemistry9
structural-biology8
equation8
python6
julia5
rewrite2
Programming languages (4)
Github contributions (5)
WeilabMSU/TopNetmAb
Apr 2021 - Jul 2021
Contributions:6 commits, 5 pushes, 1 branch in 3 months
Jiahuic/treecode_parallel
Jun 2016 - Jun 2020
Contributions:11 pushes, 3 branches in 4 years
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