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23 Publications
18 Journals
Tarak Kumar Patra
Assistant Professor
Department Of Chemical Engineering
tpatra@iitm.ac.in (Work)
+91-44 2257 4162 (Work)
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Publications - 23
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Publications (23)
Publications (23)
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Journal
Reinforcement learning in discrete action space applied to inverse defect design
Loeffler T.D.
,
Banik S.
,
...
,
Tarak Kumar Patra
(5 authors)
2021 | IOP Publishing Ltd
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Journal
DPOLY: Deep Learning of Polymer Phases and Phase Transition
Debjyoti bhattacharya
and
Tarak Kumar Patra
2021 | American Chemical Society
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PDF
Preprint
Journal
Active Learning the Potential Energy Landscape for Water Clusters from Sparse Training Data
Tarak Kumar Patra
,
Loeffler T.D.
,
...
,
Sankaranarayanan S.K.R.S.
(4 authors)
2020 | ACS Publications
Journal
Accelerating copolymer inverse design using monte carlo tree search
Tarak Kumar Patra
,
Loeffler T.D.
and
Sankaranarayanan S.K.R.S.
2020 | Royal Society of Chemistry
Journal
Slippery and Wear-Resistant Surfaces Enabled by Interface Engineered Graphene
Tarak Kumar Patra
,
Dwivedi N.
,
...
,
Bhatia C.S.
(16 authors)
2020 | ACS Publications
Journal
Active learning a coarse-grained neural network model for bulk water from sparse training data
Tarak Kumar Patra
,
Loeffler T.D.
and
Sankaranarayanan S.K.R.S.
2020 | Royal Society of Chemistry
Journal
Active Learning A Neural Network Model For Gold Clusters & Bulk From Sparse First Principles Training Data
Loeffler T.D.
,
Manna S.
,
...
,
Tarak Kumar Patra
(4 authors)
2020 | Wiley Online Library
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Postprint
Journal Article
Forecasting the experimental glass transition from short time relaxation data
Hung Jui-Hsiang
,
Tarak Kumar Patra
and
S. Simmons David
2020 | Elsevier BV
Journal Article
Universal localization transition accompanying glass formation: insights from efficient molecular dynamics simulations of diverse supercooled liquids
Hung Jui-Hsiang
,
Tarak Kumar Patra
,
...
,
S. Simmons David
(5 authors)
2019 | Royal Society of Chemistry (RSC)
Articles
A coarse-grained deep neural network model for liquid water
Tarak Kumar Patra
,
D. Loeffler Troy
,
...
,
K. R. S. Sankaranarayanan Subramanian
(5 authors)
2019 | AIP Publishing
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PDF
Publisher Copy
Journal
Ligand dynamics control structure, elasticity, and high-pressure behavior of nanoparticle superlattices
Tarak Kumar Patra
,
Podsiadlo P.
,
...
,
Narayanan B.
(5 authors)
2019 | Royal Society of Chemistry
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PDF
Publisher Copy
Journal
Design Rules for Highly Conductive Polymeric Ionic Liquids from Molecular Dynamics Simulations
Tarak Kumar Patra
,
Cheng Y.
,
...
,
Simmons D.S.
(5 authors)
2018 | ACS Publications
Journal
Defect dynamics in 2-D MoS2 probed by using machine learning, atomistic simulations, and high-resolution microscopy
Tarak Kumar Patra
,
Zhang F.
,
...
,
Sankaranarayanan S.K.R.S.
(7 authors)
2018 | ACS Publications
Journal
Designing Sequence-Specific Copolymer Compatibilizers Using a Molecular-Dynamics-Simulation-Based Genetic Algorithm
Meenakshisundaram V.
,
Hung J.-H.
,
...
,
Tarak Kumar Patra
(4 authors)
2017 | American Chemical Society
Journal
Neural-Network-Biased Genetic Algorithms for Materials Design: Evolutionary Algorithms That Learn
Tarak Kumar Patra
,
Meenakshisundaram V.
,
...
,
Simmons D.S.
(4 authors)
2017 | American Chemical Society
Journal Article
Understanding adsorption behavior of silica nanoparticles over a cellulose surface in an aqueous medium
Tarak Kumar Patra
,
Katiyar Parul
,
...
,
Pramanik Amitava
(5 authors)
2016 | Elsevier BV
Journal Article
Understanding Wetting Transitions Using Molecular Simulation
Tarak Kumar Patra
,
Khan Sandip
,
...
,
K. Singh Jayant
(4 authors)
2015 | Springer India
Journal
Substrate directed self-assembly of anisotropic nanoparticles
Tarak Kumar Patra
,
Katiyar P.
and
Singh J.K.
2015 | Elsevier B.V
Journal Article
Localization and stretching of polymer chains at the junction of two surfaces
Tarak Kumar Patra
and
K. Singh Jayant
2014 | AIP Publishing
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PDF
Publisher Copy
Journal
Polymer directed aggregation and dispersion of anisotropic nanoparticles
Singh J.K.
and
Tarak Kumar Patra
2014 | Royal Society of Chemistry
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PDF
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