← back to search

Liangzhen Zheng

Nanyang Technological University · SG
Area of research
Computational Theory and Mathematics · Molecular Biology
Research interest
Research interests include Computer science, Artificial intelligence, Computational biology, RNA, Deep learning, and Docking (animal).
h-index
citations
502
works
6
NIH funding
primary concept
email

Recent publications

Robust enzyme discovery and engineering with deep learning using CataPro
Nature Communications 2025cited by 68position: lastdoi
Accurate RNA 3D structure prediction using a language model-based deep learning approach
Nature Methods 2024cited by 177position: middledoi
Fast, sensitive detection of protein homologs using deep dense retrieval
Nature Biotechnology 2024cited by 42position: middledoi
Advancing ecotoxicity assessment: Leveraging pre-trained model for bee toxicity and compound degradability prediction
Journal of Hazardous Materials 2024cited by 6position: middledoi
Improving protein–ligand docking and screening accuracies by incorporating a scoring function correction term
Briefings in Bioinformatics 2022cited by 130position: firstdoi
Comprehensive Analysis of ERK1/2 Substrates for Potential Combination Immunotherapies
Trends in Pharmacological Sciences 2019cited by 79position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Sheng Wang · Ningbo University3 papers (2024–2025) · 2 papers (2024–2024)Jiuming Wang · Xiamen University2 papers (2024–2024)Yu Li · University of Arizona2 papers (2024–2024)Zechen Wang · Shandong University2 papers (2022–2025)Liang Hong · University of Tennessee at Knoxville2 papers (2024–2024)Weifeng Li · Shandong University2 papers (2022–2025)Siqi Sun · Fudan University2 papers (2024–2024) · 1 papers (2024–2024)Yanjie Wei · Harbin Medical University1 papers (2022–2022)Lei Yang · National University of Singapore1 papers (2019–2019)Mark Gerstein · Yale University1 papers (2024–2024)Yixuan Wang · Union Hospital1 papers (2024–2024)Felix Wong · Massachusetts Institute of Technology1 papers (2024–2024) · 1 papers (2022–2022)Peng Yin · Fudan University1 papers (2024–2024)James J. Collins · Broad Institute of MIT and Harvard1 papers (2024–2024)Wee Joo Chng · National University of Singapore1 papers (2019–2019)Yuguang Mu · National University of Singapore1 papers (2022–2022)Yangyang Li · National University of Singapore1 papers (2025–2025)