Publications by authors named "Rohit Batra"

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SimDE App: Simulating and visualizing formal theories using differential equations.
Rohit Batra, Emorie D Beck, Meng Chen, Emilio Ferrer

Psychol Methods· December 2025

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PURE: policy-guided unbiased REpresentations for structure-constrained molecular generation.
Abhor Gupta, Barathi Lenin, Sean Current, Rohit Batra, Balaraman Ravindran

J Cheminform· October 2025

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Consequences of sampling frequency on the estimated dynamics of AR processes using continuous-time models.
Rohit Batra, Simran K Johal, Meng Chen, Emilio Ferrer

Psychol Methods· August 2025

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Magnetic Frameworks and Non-Magnetic Dopants: A Novel Strategy for Enhancing Thermoelectric Efficiency in Manganese Telluride - Mechanistic Insights into Charge Carrier Dynamics and Phonon Transport.
Sri Sai Samhitha Gadhavajhala, Veera Prabu Kannan, Abhijeet J Kale, Rohit Batra, Soumya R Mishra

Small· June 2025

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Discovery of unconventional and nonintuitive self-assembling peptide materials using experiment-driven machine learning.
Y Nissi Talluri, Subramanian Krs Sankaranarayanan, H Christopher Fry, Rohit Batra

Sci Adv· June 2025

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Autonomous platform for solution processing of electronic polymers.
Chengshi Wang, Yeon-Ju Kim, Aikaterini Vriza, Rohit Batra, Arun Baskaran

Nat Commun· February 2025

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Investigating the Use of 0.3% Adapalene/2.5% Benzoyl Peroxide Gel for the Management of Moderate-to-Severe Acne in Indian Patients: A Phase 4 Study Assessing Safety and Efficacy.
Rohit Batra, M Yogendra, Sudarshan Gaurkar, Partha Mukhopadhyay, Dyotona Sen

Cureus· July 2024

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Accelerated Sequence Design of Star Block Copolymers: An Unbiased Exploration Strategy via Fusion of Molecular Dynamics Simulations and Machine Learning.
Jan-Michael Y Carrillo, Vijith Parambil, Tarak K Patra, Zhan Chen, Thomas P Russell, Rohit Batra

J Phys Chem B· May 2024

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Active and Transfer Learning of High-Dimensional Neural Network Potentials for Transition Metals.
Bilvin Varughese, Sukriti Manna, Troy D Loeffler, Rohit Batra, Mathew J Cherukara

ACS Appl Mater Interfaces· April 2024

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Machine learning overcomes human bias in the discovery of self-assembling peptides.
Rohit Batra, Troy D Loeffler, Henry Chan, Srilok Srinivasan, Honggang Cui

Nat Chem· December 2022

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Efficient Probabilistic Computing with Stochastic Perovskite Nickelates.
Tae Joon Park, Kemal Selcuk, Hai-Tian Zhang, Sukriti Manna, Rohit Batra

Nano Lett· November 2022

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Machine learning the metastable phase diagram of covalently bonded carbon.
Srilok Srinivasan, Rohit Batra, Duan Luo, Troy Loeffler, Sukriti Manna

Nat Commun· June 2022

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Multi-reward Reinforcement Learning Based Bond-Order Potential to Study Strain-Assisted Phase Transitions in Phosphorene.
Aditya Koneru, Rohit Batra, Sukriti Manna, Troy D Loeffler, Henry Chan

J Phys Chem Lett· February 2022

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Learning in continuous action space for developing high dimensional potential energy models.
Sukriti Manna, Troy D Loeffler, Rohit Batra, Suvo Banik, Henry Chan

Nat Commun· January 2022

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Adenosine: a partially discovered medicinal agent.
Rohit Batra, Vinay Jain, Pankaj Sharma

Futur J Pharm Sci· October 2021

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Learning with Delayed Rewards-A Case Study on Inverse Defect Design in 2D Materials.
Suvo Banik, Troy David Loeffler, Rohit Batra, Harpal Singh, Mathew J Cherukara

ACS Appl Mater Interfaces· August 2021

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Artificial Intelligence-Guided Molecular Design Targeting COVID-19.
Srilok Srinivasan, Rohit Batra, Henry Chan, Ganesh Kamath, Mathew J Cherukara

ACS Omega· May 2021

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Accurate machine learning in materials science facilitated by using diverse data sources.
Rohit Batra

Nature· January 2021

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Screening of Therapeutic Agents for COVID-19 Using Machine Learning and Ensemble Docking Studies.
Rohit Batra, Henry Chan, Ganesh Kamath, Rampi Ramprasad, Mathew J Cherukara

J Phys Chem Lett· September 2020

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Predicting Crystallization Tendency of Polymers Using Multifidelity Information Fusion and Machine Learning.
Shruti Venkatram, Rohit Batra, Lihua Chen, Chiho Kim, Madeline Shelton

J Phys Chem B· July 2020

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Efficacy and Safety of VB-1953 Topical Gel in Non-Responder Acne Patients with Clindamycin-Resistant Cutibacterium acnes.
Rohit Batra, Suresh Sadhasivam, Swamini Saini, Swati Gupta, Rahul Kumar Singh Bisen

Drugs R D· June 2020

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Right atrial cardiac myxoma and multiple pulmonary artery aneurysms: Is there a causal relationship?
Rohit Batra, Edward Malec, Birthe Heitkoetter, Julia Stegger, Felix Kleinerueschkamp

Pediatr Pulmonol· June 2020

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Epidermoid cysts in kidney transplant patients receiving tacrolimus.
Shyam Verma, Rohit Batra, Sumit Gupta, Christos C Zouboulis

Dermatol Ther· March 2020

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Multifidelity Information Fusion with Machine Learning: A Case Study of Dopant Formation Energies in Hafnia.
Rohit Batra, Ghanshyam Pilania, Blas P Uberuaga, Rampi Ramprasad

ACS Appl Mater Interfaces· July 2019

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Bullous Erythema Nodosum Leprosum as the First Manifestation of Multibacillary Leprosy: A Rare Phenomenon.
Neha Bakshi, Seema Rao, Rohit Batra

Am J Dermatopathol· November 2017

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