Suivre
Kaifu Gao
Kaifu Gao
Senior machine learning scientist, Ensem Therapeutics
Adresse e-mail validée de Ensemtx.com
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Année
Analysis of SARS-CoV-2 mutations in the United States suggests presence of four substrains and novel variants
R Wang, J Chen, K Gao, Y Hozumi, C Yin, GW Wei
Communications biology 4 (1), 228, 2021
223*2021
Vaccine-escape and fast-growing mutations in the United Kingdom, the United States, Singapore, Spain, India, and other COVID-19-devastated countries
R Wang, J Chen, K Gao, GW Wei
Genomics 113 (4), 2158-2170, 2021
1842021
Repositioning of 8565 existing drugs for COVID-19
K Gao, DD Nguyen, J Chen, R Wang, GW Wei
The Journal of Physical Chemistry Letters 11 (13), 5373–5382, 2020
150*2020
Algebraic graph-assisted bidirectional transformers for molecular property prediction
D Chen, K Gao, DD Nguyen, X Chen, Y Jiang, GW Wei, F Pan
Nature communications 12 (1), 3521, 2021
1332021
Prediction and mitigation of mutation threats to COVID-19 vaccines and antibody therapies
J Chen, K Gao, R Wang, GW Wei
Chemical science 12 (20), 6929-6948, 2021
992021
Generative network complex for the automated generation of drug-like molecules
K Gao, DD Nguyen, M Tu, GW Wei
Journal of Chemical Information and Modeling 60 (12), 5682-5698, 2020
912020
Are 2D fingerprints still valuable for drug discovery?
K Gao, DD Nguyen, V Sresht, AM Mathiowetz, M Tu, GW Wei
Physical chemistry chemical physics 22 (16), 8373-8390, 2020
902020
MathDL: mathematical deep learning for D3R Grand Challenge 4
DD Nguyen, K Gao, M Wang, GW Wei
Journal of computer-aided molecular design 34, 131-147, 2020
822020
Boosting tree-assisted multitask deep learning for small scientific datasets
J Jiang, R Wang, M Wang, K Gao, DD Nguyen, GW Wei
Journal of chemical information and modeling 60 (3), 1235-1244, 2020
762020
Revealing the Threat of Emerging SARS-CoV-2 Mutations to Antibody Therapies
J Chen, K Gao, R Wang, GW Wei
Journal of Molecular Biology 433 (18), 2021
712021
Unveiling the molecular mechanism of SARS-CoV-2 main protease inhibition from 137 crystal structures using algebraic topology and deep learning
DD Nguyen, K Gao, J Chen, R Wang, GW Wei
Chemical science 11 (44), 12036-12046, 2020
692020
Perspectives on SARS-CoV-2 Main Protease Inhibitors
K Gao, R Wang, J Chen, JJ Tepe, F Huang, GW Wei
Journal of Medicinal Chemistry 64 (23), 16922–16955, 2021
652021
Machine intelligence design of 2019-nCoV drugs
K Gao, DD Nguyen, R Wang, GW Wei
bioRxiv, 2020
522020
Methodology-centered review of molecular modeling, simulation, and prediction of SARS-CoV-2
K Gao, R Wang, J Chen, L Cheng, J Frishcosy, Y Huzumi, Y Qiu, ...
Chemical Reviews 122 (13), 11287-11368, 2022
492022
Binding enthalpy calculations for a neutral host–guest pair yield widely divergent salt effects across water models
K Gao, J Yin, NM Henriksen, AT Fenley, MK Gilson
Journal of chemical theory and computation 11 (10), 4555-4564, 2015
392015
Review of COVID-19 antibody therapies
J Chen, K Gao, R Wang, DD Nguyen, GW Wei
Annual review of biophysics 50, 1-30, 2021
362021
A kinetic model of multiple phenotypic states for breast cancer cells
K Qiu, K Gao, L Yang, Z Zhang, R Wang, H Ma, Y Jia
Scientific Reports 7 (1), 9890, 2017
232017
Generative network complex (GNC) for drug discovery
C Grow, K Gao, DD Nguyen, GW Wei
Communications in information and systems 19 (3), 241, 2019
192019
Machine learning analysis of cocaine addiction informed by DAT, SERT, and NET-based interactome networks
H Feng, K Gao, D Chen, L Shen, AJ Robison, E Ellsworth, GW Wei
Journal of chemical theory and computation 18 (4), 2703-2719, 2022
162022
Proteome-informed machine learning studies of cocaine addiction
K Gao, D Chen, AJ Robison, GW Wei
The journal of physical chemistry letters 12 (45), 11122-11134, 2021
162021
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