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R

Rohit Batra

Indian Institute of Technology Madras

30H-index
110Paper Count
6.3KCitation Count
Published Papers 48
Publication Date
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Artificial intelligence for life-cycle-aware sustainable materials discovery
errNature Sustainability
IF27.1
err2026-10-16
err0
PREAI
errSajid Mannan; Rupert J. Myers; Rohit Batra; Rocío Mercado; Lothar Wondraczek; N. M. Anoop Krishnan
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Automated Extraction of Multicomponent Alloy Data Using Large Language Models for Sustainable Design
errAdvanced Science
IF14.1
err2026-06-09
err0
errOAAI
errAravindan Kamatchi Sundaram; Mohit Chakraborty; Sai Mani Kumar Devathi; B. Pabitramohan Prusty; Rohit Batra
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errSave
Data-driven prediction of martensite start temperature (Ms) of steels
errCALPHAD-COMPUTER COUPLING OF PHASE DIAGRAMS AND THERMOCHEMISTRY
IF1.9
err2026-06-01
err0
PREAI
errPanampilly, Madhav Kumar; Batra, Rohit; Kumar, K. C. Hari
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Prediction of new Ti-N phases using machine learned interatomic potential
errComputational Materials Science
IF3.3
err2026-02-03
err0
PREAI
errPradeep Kumar Rana; Atharva Vyawahare; Rohit Batra; Satyesh K. Yadav
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errSave
Physically interpretable interatomic potentials via symbolic regression and reinforcement learning
errnpj Computational Materials
IF11.9
err2026-01-13
err0
errOAAI
errBilvin Varughese; Troy D. Loeffler; Suvo Banik; Aditya Koneru; Sukriti Manna; Karthik Balasubramanian; Rohit Batra; Mathew J. Cherukara; Orcun Yildiz; Tom Peterka; Bobby G. Sumpter; Subramanian K.R.S. Sankaranarayanan
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errSave
PURE: policy-guided unbiased REpresentations for structure-constrained molecular generation
errJournal of Cheminformatics
IF5.7
err2025-10-16
err0
errOAAI
errAbhor Gupta; Barathi Lenin; Sean Current; Rohit Batra; Balaraman Ravindran; Karthik Raman; Srinivasan Parthasarathy
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TransChem: A hybrid transformer and cheminformatics based framework for enhanced polymer informatics
errMaterials Today Communications
IF4.5
err2025-07-31
err0
PREAI
errVijith Parambil; Hritik Goyal; Ujjwal Tripathi; Rohit Batra
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errSave
Machine learning enabled discovery of superhard and ultrahard carbon polymorphs
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2025-01-01
err0
PREAI
errBalasubramanian, Karthik; Manna, Sukriti; Banik, Suvo; Srinivasan, Srilok; Batra, Rohit; Sankaranarayanan, Subramanian
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Single Transition Metal Atom Catalyst for a High-Performance Li-S Battery with a Graphdiyne-Graphene Heterostructure Host: A DFT Investigation plus ML Predictions
errACS CATALYSIS
IF13.1
err2024-05-24
err0
PREAI
errAbhijitha, V. G.; Batra, Rohit; Nanda, B. R. K.
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errSave
Active and Transfer Learning of High-Dimensional Neural Network Potentials for Transition Metals
errACS APPLIED MATERIALS & INTERFACES
IF8.2
err2024-04-09
err2
PREAI
errVarughese, Bilvin; Manna, Sukriti; Loeffler, Troy D.; Batra, Rohit; Cherukara, Mathew J.; Sankaranarayanan, Subramanian K. R. S.
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Efficient Probabilistic Computing with Stochastic Perovskite Nickelates
errNANO LETTERS
IF9.1
err2022-10-31
err13
errOAAI
errPark, Tae Joon; Selcuk, Kemal; Zhang, Hai-Tian; Manna, Sukriti; Batra, Rohit; Wang, Qi; Yu, Haoming; Aadit, Navid Anjum; Sankaranarayanan, Subramanian K. R. S.; Zhou, Hua; Camsari, Kerem Y.; Ramanathan, Shriram
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errSave
Machine learning overcomes human bias in the discovery of self-assembling peptides
errNATURE CHEMISTRY
IF20.2
err2022-10-31
err61
errOAAI
errBatra, Rohit; Loeffler, Troy D.; Chan, Henry; Srinivasan, Srilok; Cui, Honggang; Korendovych, Ivan, V; Nanda, Vikas; Palmer, Liam C.; Solomon, Lee A.; Fry, H. Christopher; Sankaranarayanan, Subramanian K. R. S.
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errSave
Machine learning the metastable phase diagram of covalently bonded carbon
errNATURE COMMUNICATIONS
IF15.7
err2022-06-06
err18
errOAAI
errSrinivasan, Srilok; Batra, Rohit; Luo, Duan; Loeffler, Troy; Manna, Sukriti; Chan, Henry; Yang, Liuxiang; Yang, Wenge; Wen, Jianguo; Darancet, Pierre; Sankaranarayanan, Subramanian K. R. S.
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Learning in continuous action space for developing high dimensional potential energy models
errNATURE COMMUNICATIONS
IF15.7
err2022-01-18
err34
errOAAI
errManna, Sukriti; Loeffler, Troy D.; Batra, Rohit; Banik, Suvo; Chan, Henry; Varughese, Bilvin; Sasikumar, Kiran; Sternberg, Michael; Peterka, Tom; Cherukara, Mathew J.; Gray, Stephen K.; Sumpter, Bobby G.; Sankaranarayanan, Subramanian K. R. S.
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errSave
Dynamics of pull and release of graphene nanoribbons
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2021-09-01
err0
errOAAI
errSingh, Amit; Batra, R. C.
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errSave
Learning with Delayed Rewards-A Case Study on Inverse Defect Design in 2D Materials
errACS APPLIED MATERIALS & INTERFACES
IF8.2
err2021-07-21
err19
errOAAI
errBanik, Suvo; Loeffler, Troy David; Batra, Rohit; Singh, Harpal; Cherukara, Mathew J.; Sankaranarayanan, Subramanian K. R. S.
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errSave
Artificial Intelligence-Guided De Novo Molecular Design Targeting COVID-19
errACS OMEGA
IF4.3
err2021-05-04
err22
errOAAI
errSrinivasan, Srilok; Batra, Rohit; Chan, Henry; Kamath, Ganesh; Cherukara, Mathew J.; Sankaranarayanan, Subramanian K. R. S.
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errSave
Polymer informatics: Current status and critical next steps
errMATERIALS SCIENCE & ENGINEERING R-REPORTS
IF26.8
err2021-04-01
err161
errOAAI
errChen, Lihua; Pilania, Ghanshyam; Batra, Rohit; Huan, Tran Doan; Kim, Chiho; Kuenneth, Christopher; Ramprasad, Rampi
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errSave
Accurate machine learning in materials science facilitated by using diverse data sources
errNATURE
IF48.5
err2021-01-14
err35
PREAI
errBatra, Rohit
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errSave
Polymer design using genetic algorithm and machine learning
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2021-01-01
err150
errOAAI
errKim, Chiho; Batra, Rohit; Chen, Lihua; Tran, Huan; Ramprasad, Rampi
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
B
Bobby G. Sumpter
H-index: 86 · Papers: 922
周
周华 (Hua Zhou)
H-index: 83 · Papers: 613
J
Jianguo Wen
H-index: 82 · Papers: 630
S
Stephen K. Gray
H-index: 75 · Papers: 603
R
Rampi Ramprasad
H-index: 71 · Papers: 477
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