Sikao Guo
Research Engineer at Inria
Greater Nice Metropolitan Area France
Summary
👤
Senior🎓
Top SchoolSikao Guo is a Research Engineer specializing in computational biophysics with 10 years of experience developing high-performance simulation software and structural bioinformatics algorithms. He has built C++ and Python tools for particle-based reaction-diffusion and protein self-assembly models, and optimized MPI-parallelized simulations to reveal mechanisms of clathrin lattice dynamics and viral assembly. His work bridges quantitative modeling with experimental collaboration, translating simulation results to mechanistic explanations for biological observations. Currently at Inria in the Greater Nice area, he focuses on algorithm development and code optimization for structural bioinformatics applications. Trained with a PhD in Physics from the University of Chinese Academy of Sciences, he has published extensively and combined kinetic modeling with molecular dynamics to unify diverse experimental data. Beyond papers, he brings a pragmatic open-source mindset, shipping research-grade software that accelerates hypothesis testing in cell biology.
10 years of coding experience
Doctor of Philosophy - PhD, Physics, Doctor of Philosophy - PhD, Physics at University of Chinese Academy of SciencesBachelor of Science, Physics, Bachelor of Science, Physics at 南开大学
Github Skills (4)
reaction9
assembly7
simulation7
simulator7
Programming languages (3)
Github contributions (5)
think92/Dynamics-of-dimeric-kinesins
Jul 2017 - Jun 2020
Contributions:5 pushes, 1 branch in 2 years 11 months
JohnsonBiophysicsLab/ionerdss
Jan 2025 - Mar 2025
Python analysis and visualization tools for NERDSS
Contributions:4 releases, 1 PR, 51 pushes in 2 months
nerdssreaction-diffusionsimulation
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.