About Me
Hi, I’m Zhidian, a computational biologist. I use machine learning, molecular simulation and data analysis techniques to solve great life sciences problems
- Age:26
- Education:Ecole Polytechnique Fédérale de Lausanne (EPFL) PhD
- Residence:Lausanne, Switzerland
- Language:English/Chinese/French
My Skills
Python
Matlab
Java
R
HTML
Linux Bash
PyTorch
TensorFlow
Keras
Docker
Slurm
Git
NumPy
SciPy
Pandas
Molecular simulations (atomistic, CG, steered)
bioinformatics analyses
Protein design
Protein engineering
Gene mutagenesis
High-throughput drug screening
Nuclear magnetic resonance
Mass spectrometry
X-ray crystallography
Nanopore
My Fields
Machine Learning
Method development for predicting changes of protein strcutures and interactions
Molecular Simulations
Multi-scale MD for explaining and predicting biological phenomena
Data analysis
Bioinformatics analysis on big datasets in biology, Data-driven research approach for biology
Structural Biology and Drug Discovery
Biophysical methods for protein structures, drug mechanisms, and drug design
My Projects
Impact of PTMs on HTT protein structure, aggregation, and membrane interaction
with molecular simulations, ML, and biophysical exp
General study of PTMs
Predict the location of PTMs, PTMs at interfaces, and predict the effects of PTMs
Interpretability study of protein language models
Protein language models (pLM) analysis
My Hobbies
Biking
Reading
Science communication
Hiking