Tarak Patra

About Tarak Patra

Tarak Patra, With an exceptional h-index of 16 and a recent h-index of 15 (since 2020), a distinguished researcher at Indian Institute of Technology Madras, specializes in the field of AI for Science, Sustainable Materials, Molecular Engineering.

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

Thermomechanical Recycling of Polymers via Reversible Dynamic Crosslinking

Role of Dynamic Crosslinks on the Phase Behaviour and Stability of Polymer Nanocomposites

Accelerating Copolymer Design via Machine Learning

Entropic Cohesion in Vitrimers

Accelerated Sequence Design of Star Block Copolymers: An Unbiased Exploration Strategy via Fusion of Molecular Dynamics Simulations and Machine Learning

Predicting the pair correlation functions of silicate and borosilicate glasses using machine learning

Explainability and extrapolation of machine learning models for predicting the glass transition temperature of polymers

QRChEM: A Deep Learning Framework for Materials Property Prediction and Design Using QR Codes

Tarak Patra Information

University

Position

___

Citations(all)

805

Citations(since 2020)

689

Cited By

340

hIndex(all)

16

hIndex(since 2020)

15

i10Index(all)

22

i10Index(since 2020)

20

Email

University Profile Page

Indian Institute of Technology Madras

Google Scholar

View Google Scholar Profile

Tarak Patra Skills & Research Interests

AI for Science

Sustainable Materials

Molecular Engineering

Top articles of Tarak Patra

Title

Journal

Author(s)

Publication Date

Thermomechanical Recycling of Polymers via Reversible Dynamic Crosslinking

Bulletin of the American Physical Society

Rahul Karmakar

Sanat Kumar

Tarak Patra

2024/3/7

Role of Dynamic Crosslinks on the Phase Behaviour and Stability of Polymer Nanocomposites

Bulletin of the American Physical Society

Sayani Karmakar

Tarak Patra

2024/3/5

Accelerating Copolymer Design via Machine Learning

Bulletin of the American Physical Society

Tarak Patra

2024/3/4

Entropic Cohesion in Vitrimers

arXiv preprint arXiv:2402.16226

Rahul Karmakar

Srikanth Sastry

Sanat K Kumar

Tarak K Patra

2024/2/26

Accelerated Sequence Design of Star Block Copolymers: An Unbiased Exploration Strategy via Fusion of Molecular Dynamics Simulations and Machine Learning

The Journal of Physical Chemistry B

Jan-Michael Y Carrillo

Vijith Parambil

Tarak K Patra

Zhan Chen

Thomas P Russell

...

2024/4/22

Predicting the pair correlation functions of silicate and borosilicate glasses using machine learning

Physical Chemistry Chemical Physics

Kumar Ayush

Pooja Sahu

Sk Musharaf Ali

Tarak K Patra

2024

Explainability and extrapolation of machine learning models for predicting the glass transition temperature of polymers

Journal of Polymer Science

Agrim Babbar

Sriram Ragunathan

Debirupa Mitra

Arnab Dutta

Tarak K Patra

2023/12/10

QRChEM: A Deep Learning Framework for Materials Property Prediction and Design Using QR Codes

ACS Engineering Au

Haripriyan Uthayakumar

Rahul Krishna K

Raj Jain

Rajnish Kumar

Tarak K Patra

2023/11/27

Correction: Accelerating copolymer inverse design using monte carlo tree search

Nanoscale

Tarak K Patra

Troy D Loeffler

Subramanian KRS Sankaranarayanan

2023

Polymer sequence design via molecular simulation-based active learning

Soft Matter

Praneeth S Ramesh

Tarak K Patra

2023

Predicting Pair Correlation Functions of Glasses using Machine Learning

arXiv preprint arXiv:2308.11151

Kumar Ayush

Pooja Sahu

Sk Musharaf Ali

Tarak K Patra

2023/8/22

Developing efficient deep learning model for predicting copolymer properties

Physical Chemistry Chemical Physics

Kaushik Chakraborty

Tarak K Patra

2023

nanoNET: machine learning platform for predicting nanoparticles distribution in a polymer matrix

Soft Matter

Kumar Ayush

Abhishek Seth

Tarak K Patra

2023

Explainability and Transferability of Machine Learning Models for Predicting the Glass Transition Temperature of Polymers

arXiv preprint arXiv:2308.09898

Agrim Babbar

Sriram Ragunathan

Debirupa Mitra

Arnab Dutta

Tarak Patra

2023/8/19

Study of structural and phase behaviour of a polymer electrolyte using molecular simulation

APS March Meeting Abstracts

Ganesh Kumar Rajahmundry

Tarak Patra

2023

Accelerated Design of Block Copolymers: An Unbiased Exploration Strategy via Fusion of Molecular Dynamics Simulations and Machine Learning

arXiv preprint arXiv:2308.08226

Jan Michael Y Carrillo

Tarak K Patra

Zhan Chen

Thomas P Russell

Subramanian KRS Sankaranarayanan

...

2023/8/16

Predicting microstructure of a polymer nanocomposite using machine learning

APS March Meeting Abstracts

Tarak Patra

Kumar Ayush

2023

Dynamic crosslinking compatibilizes immiscible mixed plastics

Nature

Ryan W Clarke

Tobias Sandmeier

Kevin A Franklin

Dominik Reich

Xiao Zhang

...

2023/4/27

Predicting Polymer Grafted Nanoparticles Assembly using Deep Learning

APS March Meeting Abstracts

Sachin Gautham

Tarak Patra

2023

When does deep learning fail and how to tackle it? A critical analysis on polymer sequence-property surrogate models

arXiv preprint arXiv:2210.06622

Himanshu

Tarak K Patra

2022/10/12

See List of Professors in Tarak Patra University(Indian Institute of Technology Madras)

Co-Authors

H-index: 143
Mauricio Terrones

Mauricio Terrones

Penn State University

H-index: 45
Saptarshi Das

Saptarshi Das

Penn State University

H-index: 39
Charanjit Singh Bhatia

Charanjit Singh Bhatia

National University of Singapore

H-index: 38
Jayant  K. Singh

Jayant K. Singh

Indian Institute of Technology Kanpur

H-index: 27
David S. Simmons

David S. Simmons

University of South Florida

H-index: 24
Fu Zhang

Fu Zhang

Penn State University

academic-engine