Pratyush Tiwary

Pratyush Tiwary

University of Maryland, Baltimore

H-index: 34

North America-United States

About Pratyush Tiwary

Pratyush Tiwary, With an exceptional h-index of 34 and a recent h-index of 29 (since 2020), a distinguished researcher at University of Maryland, Baltimore, specializes in the field of statistical mechanics, rare events, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Simulating Crystallization in a Colloidal System Using State Predictive Information Bottleneck based Enhanced Sampling

Empowering AlphaFold2 for protein conformation selective drug discovery with AlphaFold2-RAVE

An Information Bottleneck Approach for Markov Model Construction

Graph attention site prediction (grasp): Identifying druggable binding sites using graph neural networks with attention

Atomic scale insights into NaCl nucleation in nanoconfined environments

Enhanced Sampling with Machine Learning

Is the Local Ion Density Sufficient to Drive NaCl Nucleation from the Melt and Aqueous Solution?

Thermodynamically Optimized Machine-Learned Reaction Coordinates for Hydrophobic Ligand Dissociation

Pratyush Tiwary Information

University

Position

Assistant Professor

Citations(all)

6417

Citations(since 2020)

4962

Cited By

3316

hIndex(all)

34

hIndex(since 2020)

29

i10Index(all)

57

i10Index(since 2020)

52

Email

University Profile Page

Google Scholar

Pratyush Tiwary Skills & Research Interests

statistical mechanics

rare events

machine learning

Top articles of Pratyush Tiwary

Simulating Crystallization in a Colloidal System Using State Predictive Information Bottleneck based Enhanced Sampling

arXiv preprint arXiv:2404.17722

2024/4/26

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Empowering AlphaFold2 for protein conformation selective drug discovery with AlphaFold2-RAVE

arXiv preprint arXiv:2404.07102

2024/4/10

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

An Information Bottleneck Approach for Markov Model Construction

arXiv preprint arXiv:2404.02856

2024/4/3

Graph attention site prediction (grasp): Identifying druggable binding sites using graph neural networks with attention

Journal of Chemical Information and Modeling

2024/3/7

Zachary Smith
Zachary Smith

H-Index: 4

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Atomic scale insights into NaCl nucleation in nanoconfined environments

arXiv preprint arXiv:2403.00925

2024/3/1

Ruiyu Wang
Ruiyu Wang

H-Index: 5

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Enhanced Sampling with Machine Learning

2024/2/21

Zachary Smith
Zachary Smith

H-Index: 4

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Is the Local Ion Density Sufficient to Drive NaCl Nucleation from the Melt and Aqueous Solution?

The Journal of Physical Chemistry B

2024/1/23

Ruiyu Wang
Ruiyu Wang

H-Index: 5

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Thermodynamically Optimized Machine-Learned Reaction Coordinates for Hydrophobic Ligand Dissociation

The Journal of Physical Chemistry B

2024/1/11

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Calculating Protein-Ligand Residence Times Through State Predictive Information Bottleneck based Enhanced Sampling

bioRxiv

2024

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Quantifying the relevance of long-range forces for crystal nucleation in water

Journal of Chemical Theory and Computation

2023/12/12

Renjie Zhao
Renjie Zhao

H-Index: 5

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Exploring Kinase Asp-Phe-Gly (DFG) Loop Conformational Stability with AlphaFold2-RAVE

Journal of Chemical Information and Modeling

2023/11/20

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Enhanced sampling of crystal nucleation with graph representation learnt variables

arXiv preprint arXiv:2310.07927

2023/10/11

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Inferring phase transitions and critical exponents from limited observations with Thermodynamic Maps

arXiv preprint arXiv:2308.14885

2023/8/28

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Recent advances in describing and driving crystal nucleation using machine learning and artificial intelligence

2023/8/1

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Alphafold2-rave: From sequence to boltzmann ranking

Journal of chemical theory and computation

2023/5/12

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Hinging on Success: Leveraging the Power of CAR T-Cell Therapy through In-Silico Modeling of Hinge Length and Epitope Location

The Journal of Immunology

2023/5/1

Xiang Chen
Xiang Chen

H-Index: 18

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Computing committors in collective variables via Mahalanobis diffusion maps

Applied and Computational Harmonic Analysis

2023/5/1

Luke Evans
Luke Evans

H-Index: 8

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Good Things Take Time: Tiwary–Seeliger Collaboration for Predictive Pharmacodynamics

Angewandte Chemie (International ed. in English)

2023/6/6

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Driving and characterizing nucleation of urea and glycine polymorphs in water

Proceedings of the National Academy of Sciences

2023/2/14

Sun-Ting Tsai
Sun-Ting Tsai

H-Index: 6

Pratyush Tiwary
Pratyush Tiwary

H-Index: 23

Learning high-dimensional reaction coordinates of fast-folding proteins using State Predictive Information Bottleneck and Bias Exchange Metadynamics

bioRxiv

2023

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