Publications : Methods

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Structural Basis for Negative Regulation of ABA Signaling by ROP11 GTPase

bioRxiv, 2020
Zhao, Chuankai and Shukla, Diwakar
Plant BiologyMethods
BibTeX

TLmutation: Predicting the Effects of Mutations Using Transfer Learning

The Journal of Physical Chemistry B, 124(19): 3845-3854, 2020
Shamsi, Zahra and Chan, Matthew and Shukla, Diwakar
Methods
Publisher's website BibTeX

FingerprintContacts: Predicting Alternative Conformations of Proteins from Coevolution

The Journal of Physical Chemistry B, 124(18): 3605-3615, 2020
Jiangyan Feng and Diwakar Shukla
Methods
BibTeX

Maximizing Kinetic Information Gain of Markov State Models for Optimal Design of Spectroscopy Experiments

The Journal of Physical Chemistry B, 122(48): 10793-10805, 2018
Shriyaa Mittal and Diwakar Shukla
Methods
BibTeX

Automatic Feature Selection in Markov State Models Using Genetic Algorithm

Journal of Computational Science Education, 9(2): 14-22, 2018
Chen, Qihua and Feng, Jiangyan and Mittal, Shriyaa and Shukla, Diwakar
Methods
BibTeX

Characterizing Conformational Dynamics of Proteins Using Evolutionary Couplings

The Journal of Physical Chemistry B, 122(3): 1017-1025, 2018
Jiangyan Feng and Diwakar Shukla
Methods
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Recruiting machine learning methods for molecular simulations of proteins

Molecular Simulation, 44(11): 891-904, 2018
Shriyaa Mittal and Diwakar Shukla
Methods
BibTeX

Reinforcement Learning Based Adaptive Sampling: REAPing Rewards by Exploring Protein Conformational Landscapes

The Journal of Physical Chemistry B, 122(35): 8386-8395, 2018
Zahra Shamsi and Kevin J. Cheng and Diwakar Shukla
Methods
BibTeX

SAXS-guided Enhanced Unbiased Sampling for Structure Determination of Proteins and Complexes

Scientific Reports, 8(1), 2018
Chuankai Zhao and Diwakar Shukla
Plant BiologyMethods
BibTeX

Enhanced unbiased sampling of protein dynamics using evolutionary coupling information

Scientific Reports, 7(1), 2017
Zahra Shamsi and Alexander S. Moffett and Diwakar Shukla
Methods
BibTeX