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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

masif icon masif

MaSIF- Molecular surface interaction fingerprints. Geometric deep learning to decipher patterns in molecular surfaces.

mdanalysis icon mdanalysis

MDAnalysis is a Python library to analyze molecular dynamics trajectories.

neuroseed icon neuroseed

Implementation of Neural Distance Embeddings for Biological Sequences (NeuroSEED) in PyTorch (NeurIPS 2021)

ngl icon ngl

WebGL protein viewer

nglview icon nglview

IPython widget to interactively view molecular structures and trajectories

openfold icon openfold

Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

paragraph icon paragraph

Antibody paratope prediction using Graph Neural Networks with minimal feature vectors

parapred icon parapred

Paratope Prediction using Deep Learning

pecan icon pecan

Help file for running the scripts to learn and evaluate graph convolution networks for epitope and paratope prediction

probability icon probability

Probabilistic reasoning and statistical analysis in TensorFlow

proteinfeatureview icon proteinfeatureview

:round_pushpin: The Protein Feature View - a SVG library for visualising protein annotations

proteinnet icon proteinnet

Standardized data set for machine learning of protein structure

pyrosetta.notebooks icon pyrosetta.notebooks

Jupyter Notebooks for learning the PyRosetta platform for biomolecular structure prediction and design

pytorch-vae icon pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

repo-badges icon repo-badges

:star: Use repo badges (build passing, coverage, etc) in your readme/markdown file to signal code quality in a project.

rfdesign icon rfdesign

Protein hallucination and inpainting with RoseTTAFold

rgn icon rgn

Recurrent Geometric Networks for end-to-end differentiable learning of protein structure

saap3 icon saap3

The SAAPdap/SAAPpred software and web interface

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