Mathew J Cherukara

ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Venues

Nature communications

The journal of physical chemistry letters

ACS applied materials & interfaces

Proceedings of the National Academy of Sciences of the United States of America

Purdue University (PHD)

This page only lists publications with an associated author ORCID identifier.

Education History

Purdue University

United States

PHD :: Materials Science and Engineering

Publications

James P Horwath, Xiao-Min Lin, Hongrui He, Qingteng Zhang, Eric M Dufresne, Miaoqi Chu, Subramanian K R S Sankaranarayanan, Wei Chen, Suresh Narayanan, Mathew J Cherukara
AI-NERD: Elucidation of relaxation dynamics beyond equilibrium through AI-informed X-ray photon correlation spectroscopy. Nature communications 15 (1) (2024)
James P Horwath, Xiao-Min Lin, Hongrui He, Qingteng Zhang, Eric M Dufresne, Miaoqi Chu, Subramanian K R S Sankaranarayanan, Wei Chen, Suresh Narayanan, Mathew J Cherukara
AI-NERD: Elucidation of relaxation dynamics beyond equilibrium through AI-informed X-ray photon correlation spectroscopy. Nature communications 15 (1) (2024)
James P Horwath, Xiao-Min Lin, Hongrui He, Qingteng Zhang, Eric M Dufresne, Miaoqi Chu, Subramanian K R S Sankaranarayanan, Wei Chen, Suresh Narayanan, Mathew J Cherukara
AI-NERD: Elucidation of relaxation dynamics beyond equilibrium through AI-informed X-ray photon correlation spectroscopy. Nature communications 15 (1) (2024)
James P Horwath, Xiao-Min Lin, Hongrui He, Qingteng Zhang, Eric M Dufresne, Miaoqi Chu, Subramanian K R S Sankaranarayanan, Wei Chen, Suresh Narayanan, Mathew J Cherukara
Publisher Correction: AI-NERD: Elucidation of relaxation dynamics beyond equilibrium through AI-informed X-ray photon correlation spectroscopy. Nature communications 15 (1) (2024)
Bilvin Varughese, Sukriti Manna, Troy David Loeffler, Rohit Batra, Mathew J Cherukara, Subramanian K R S Sankaranarayanan
Active and Transfer Learning of High-Dimensional Neural Network Potentials for Transition Metals. ACS applied materials & interfaces (2024)
Saugat Kandel, Tao Zhou, Anakha V Babu, Zichao Di, Xinxin Li, Xuedan Ma, Martin V Holt, Antonino Miceli, Charudatta M Phatak, Mathew J Cherukara
Demonstration of an AI-driven workflow for autonomous high-resolution scanning microscopy. Nature communications 14 (1) (2023)
Anakha V Babu, Tao Zhou, Saugat Kandel, Tekin Bicer, Zhengchun Liu, William Judge, Daniel J Ching, Yi Jiang, Sinisa Veseli, Steven Henke, Ryan Chard, Yudong Yao, Ekaterina Sirazitdinova, Geetika Gupta, Martin V Holt, Ian T Foster, Antonino Miceli, Mathew J Cherukara
Deep learning at the edge enables real-time streaming ptychographic imaging. Nature communications 14 (1) (2023)
Sukriti Manna, Troy D Loeffler, Rohit Batra, Suvo Banik, Henry Chan, Bilvin Varughese, Kiran Sasikumar, Michael Sternberg, Tom Peterka, Mathew J Cherukara, Stephen K Gray, Bobby G Sumpter, Subramanian K R S Sankaranarayanan
Learning in continuous action space for developing high dimensional potential energy models. Nature communications 13 (1) (2022)
Aditya Koneru, Rohit Batra, Sukriti Manna, Troy David Loeffler, Henry Chan, Michael Sternberg, Anthony Avarca, Harpal Singh, Mathew J Cherukara, Subramanian K R S Sankaranarayanan
Multi-reward Reinforcement Learning Based Bond-Order Potential to Study Strain-Assisted Phase Transitions in Phosphorene. The journal of physical chemistry letters 13 (7) (2022)
Youngjun Ahn, Mathew J Cherukara, Zhonghou Cai, Michael Bartlein, Tao Zhou, Anthony DiChiara, Donald A Walko, Martin Holt, Eric E Fullerton, Paul G Evans, Haidan Wen
X-ray nanodiffraction imaging reveals distinct nanoscopic dynamics of an ultrafast phase transition. Proceedings of the National Academy of Sciences of the United States of America 119 (19) (2022)
Suvo Banik, Troy David Loeffler, Rohit Batra, Harpal Singh, Mathew J Cherukara, Subramanian K R S Sankaranarayanan
Learning with Delayed Rewards-A Case Study on Inverse Defect Design in 2D Materials. ACS applied materials & interfaces 13 (30) (2021)
Srilok Srinivasan, Rohit Batra, Henry Chan, Ganesh Kamath, Mathew J Cherukara, Subramanian K R S Sankaranarayanan
Artificial Intelligence-Guided De Novo Molecular Design Targeting COVID-19. ACS omega 6 (19) (2021)
Rohit Batra, Henry Chan, Ganesh Kamath, Rampi Ramprasad, Mathew J Cherukara, Subramanian K R S Sankaranarayanan
Screening of Therapeutic Agents for COVID-19 Using Machine Learning and Ensemble Docking Studies. The journal of physical chemistry letters 11 (17) (2020)
Hai-Tian Zhang, Tae Joon Park, Ivan A Zaluzhnyy, Qi Wang, Shakti Nagnath Wadekar, Sukriti Manna, Robert Andrawis, Peter O Sprau, Yifei Sun, Zhen Zhang, Chengzi Huang, Hua Zhou, Zhan Zhang, Badri Narayanan, Gopalakrishnan Srinivasan, Nelson Hua, Evgeny Nazaretski, Xiaojing Huang, Hanfei Yan, Mingyuan Ge, Yong S Chu, Mathew J Cherukara, Martin V Holt, Muthu Krishnamurthy, Oleg G Shpyrko, Subramanian K R S Sankaranarayanan, Alex Frano, Kaushik Roy, Shriram Ramanathan
Perovskite neural trees. Nature communications 11 (1) (2020)
Henry Chan, Mathew J Cherukara, Badri Narayanan, Troy D Loeffler, Chris J Benmore, Stephen K Gray, Subramanian K R S Sankaranarayanan
Machine learning coarse grained models for water. Nature communications 10 (1) (2019)
Diana Berman, Badri Narayanan, Mathew J Cherukara, Subramanian K R S Sankaranarayanan, Ali Erdemir, Alexander Zinovev, Anirudha V Sumant
Operando tribochemical formation of onion-like-carbon leads to macroscale superlubricity. Nature communications 9 (1) (2018)
Mathew J Cherukara, Youssef S G Nashed, Ross J Harder
Real-time coherent diffraction inversion using deep generative networks. Scientific reports 8 (1) (2018)
Troy David Loeffler, Henry Chan, Badri Narayanan, Mathew J Cherukara, Stephen Gray, Subramanian K R S Sankaranarayanan
Configurational-Bias Monte Carlo Back-Mapping Algorithm for Efficient and Rapid Conversion of Coarse-Grained Water Structures into Atomistic Models. The journal of physical chemistry. B 122 (28) (2018)
Mathew J Cherukara, Reeju Pokharel, Timothy S O'Leary, J Kevin Baldwin, Evan Maxey, Wonsuk Cha, Jorg Maser, Ross J Harder, Saryu J Fensin, Richard L Sandberg
Three-dimensional X-ray diffraction imaging of dislocations in polycrystalline metals under tensile loading. Nature communications 9 (1) (2018)
Tarak K Patra, Fu Zhang, Daniel S Schulmann, Henry Chan, Mathew J Cherukara, Mauricio Terrones, Saptarshi Das, Badri Narayanan, Subramanian K R S Sankaranarayanan
Defect Dynamics in 2-D MoS2 Probed by Using Machine Learning, Atomistic Simulations, and High-Resolution Microscopy. ACS nano 12 (8) (2018)
Mathew J Cherukara, Kiran Sasikumar, Anthony DiChiara, Steven J Leake, Wonsuk Cha, Eric M Dufresne, Tom Peterka, Ian McNulty, Donald A Walko, Haidan Wen, Subramanian K R S Sankaranarayanan, Ross J Harder
Ultrafast Three-Dimensional Integrated Imaging of Strain in Core/Shell Semiconductor/Metal Nanostructures. Nano letters 17 (12) (2017)
Yin Fang, Yuanwen Jiang, Mathew J Cherukara, Fengyuan Shi, Kelliann Koehler, George Freyermuth, Dieter Isheim, Badri Narayanan, Alan W Nicholls, David N Seidman, Subramanian K R S Sankaranarayanan, Bozhi Tian
Alloy-assisted deposition of three-dimensional arrays of atomic gold catalyst for crystal growth studies. Nature communications 8 (1) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mathew J Cherukara