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followers: 10.0 following: 29.0 repos: 104.0 gists: 0.0

Name: ChuNan Liu

Type: User

Company: University College London

Bio: PhD student at UCL Computational Biology. Research focuses on developing deep learning tools for antibody development. Geometric Deep Learning, Protein LMs.

Twitter: LiuChunan

Location: London, UK

Hi there šŸ‘‹

My name is Chu'nan Liu (åˆ˜ę„šå—). I am a PhD student in bioinformatics at the University College London. I develop computational tools and build datasets to study antibody-antigen interactions. I am also interested in the application of deep learning in structural bioinformatics.

I am open to collaborations on structural bioinformatics, protein datasets, geometric deep learning, etc. Feel free to reach out via email, LinkedIn, or Twitter.

šŸ”­ Iā€™m currently working on



  • Nov 13-16, 2023: I present the above work at PEGS Europe 2023 in Lisbon, Portugal šŸ‡µšŸ‡¹.
    • šŸ“Š Check out the poster here





  • I host a 3D viewer for antibody-antigen interface analysis.
    • šŸ‘€ Check it out at AsEP

ChuNan Liu's Projects

egnn-pytorch icon egnn-pytorch

Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch

equiformer-pytorch icon equiformer-pytorch

Implementation of the Equiformer, SE3/E3 equivariant attention network that reaches new SOTA, and adopted for use by EquiFold for protein folding

esm icon esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

esmfold-docker-image icon esmfold-docker-image

Create a docker image for running ESMFold, solved conflicts between ESMFold and OpenFold dependencies

findpdbabs icon findpdbabs

Code to identify PDB files of antibodies using forward and reverse BLAST searches

gae icon gae

Implementation of Graph Auto-Encoders in TensorFlow

gdc icon gdc

Bayesian Graph Neural Networks with Adaptive Connection Sampling - Pytorch

github icon github

:octocat: Git and GitHub integration for Atom

grand icon grand

A Python module for carrying out GCMC insertions and deletions of water molecules in OpenMM.

graphcl icon graphcl

[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

han icon han

Heterogeneous Graph Neural Network

homebrew-core icon homebrew-core

šŸ» Default formulae for the missing package manager for macOS

hydra icon hydra

Hydra is a framework for elegantly configuring complex applications

igfold icon igfold

Fast, accurate antibody structure prediction from deep learning on massive set of natural antibodies

iglm icon iglm

Generative Language Modeling for Antibody Design

kbd icon kbd

Styles for <kbd> tags.

lbthw icon lbthw

Learn Bash Scripting The Hard Way

litemol icon litemol

A library/plugin for handling 3D structural molecular data (not only) in the browser.

manim icon manim

Animation engine for explanatory math videos

mapjs icon mapjs

JavaScript Mind Map visualisation and management

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