Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Jin Liu

17PUBLICATIONS

32CO-AUTHORS

Deep learningGenome structure and regulationProcess control and simulationMolecular targetsCheminformatics and quantitative structure-activity relationships

Featured researcher

Get your video featured.

Publish with JoVE

Featured researcher

Get your video featured.

Publish with JoVE

Publications (17)

Sort by Publication Date:

|Aug 11, 2025

I‑GAT: Interpretable Graph Attention Networks for Ligand Optimization.

Ezek Mathew, Kyle A Emmitte, Jin Liu

|Apr 28, 2025

Structure-Based Classification of CRISPR/Cas9 Proteins: A Machine Learning Approach to Elucidating Cas9 Allostery.

Sita Sirisha Madugula, Vindi M Jayasinghe-Arachchige, Charlene Norgan Radler

|Mar 10, 2025

CasGen: A Regularized Generative Model for CRISPR Cas Protein Design with Classification and Margin-Based Optimization.

Bharani Nammi, Vindi M Jayasinghe-Arachchige, Sita Sirisha Madugula

|Dec 16, 2024

Exploring CRISPR-Cas9 HNH-Domain-Catalyzed DNA Cleavage Using Accelerated Quantum Mechanical Molecular Mechanical Free Energy Simulation.

Richard Van, Xiaoliang Pan, Saadi Rostami

|Jun 05, 2024

Identification of Family-Specific Features in Cas9 and Cas12 Proteins: A Machine Learning Approach Using Complete Protein Feature Spectrum.

Sita Sirisha Madugula, Pranav Pujar, Bharani Nammi

|Apr 16, 2024

Secondary Conformational Checkpoint in CRISPR-Cas9.

Shuxin Zhao, Jin Liu, Zhicheng Zuo

Pageof 3

Frequent Collaborators

5 joint publications

Hamed S Hayatshahi

5 joint publications

Vindi M Jayasinghe-Arachchige

4 joint publications

Sita Sirisha Madugula

4 joint publications

Shouyi Wang

3 joint publications

Zhicheng Zuo

2 joint publications

Nammi Bharani

2 joint publications

Rakhi Rajan

2 joint publications

Peng Tao

1 joint publications

R A Slotkowski

1 joint publications

C L Beisel

Frequent Collaborators

5 joint publications

Hamed S Hayatshahi

5 joint publications

Vindi M Jayasinghe-Arachchige

4 joint publications

Sita Sirisha Madugula

4 joint publications

Shouyi Wang

Top Related Videos

Quantitative Structure-Activity Relationship, Activity Prediction, and Molecular Dynamics of Non-nucleotide Reverse Transcriptase Inhibitors

Quantitative Structure-Activity Relationship, Activity Prediction, and Molecular Dynamics of Non-nucleotide Reverse Transcriptase Inhibitors

Published on : May 09, 2025

A New Toolkit for Evaluating Gene Functions using Conditional Cas9 Stabilization

A New Toolkit for Evaluating Gene Functions using Conditional Cas9 Stabilization

Published on : Sep 02, 2021

See more related videos

Top Related Videos

Quantitative Structure-Activity Relationship, Activity Prediction, and Molecular Dynamics of Non-nucleotide Reverse Transcriptase Inhibitors

Quantitative Structure-Activity Relationship, Activity Prediction, and Molecular Dynamics of Non-nucleotide Reverse Transcriptase Inhibitors

Published on : May 09, 2025

A New Toolkit for Evaluating Gene Functions using Conditional Cas9 Stabilization

A New Toolkit for Evaluating Gene Functions using Conditional Cas9 Stabilization

Published on : Sep 02, 2021

See more related videos