Mathew J. Cherukara - Publications, H-index & Citations

Physically interpretable interatomic potentials via symbolic regression and reinforcement learning 通过符号回归和强化学习实现物理可解释的原子间势能

IF11.9

2026-03-06

OAAI

Aikaterini Vriza; Michael H. Prince; Tao Zhou; Henry Chan; Mathew J. Cherukara

DONUT: physics-aware machine learning for real-time X-ray nanodiffraction analysis DONUT：面向实时X射线纳米衍射分析的物理感知机器学习

IF11.9

2026-01-13

OAAI

Bilvin 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

Demonstration of an AI-driven workflow for dynamic x-ray spectroscopy 展示一种由AI驱动的动态X射线光谱学工作流程

IF11.9

2025-12-16

OAAI

Aileen Luo; Tao Zhou; Ming Du; Martin V. Holt; Andrej Singer; Mathew J. Cherukara

Homomorphic data compression for real time photon correlation analysis

IF11.9

2025-10-27

OAAI

Ming Du; Mark Wolfman; Chengjun Sun; Shelly D. Kelly; Mathew J. Cherukara

Opportunities for retrieval and tool augmented large language models in scientific facilities 科学设施中检索和工具增强大型语言模型的机会

IF3.3

2025-01-31

OAAI

Strempfer, Sebastian; Di, Zichao wendy; Yoshii, Kazutomo; Cao, Yue; Zhang, Qingteng; Dufresne, Eric m.; Cherukara, Mathew; Narayanan, Suresh; Holt, Martin v; Miceli, Antonino; Zhou, Tao

Predicting ptychography probe positions using single-shot phase retrieval neural network

IF11.9

2024-11-05

OAAI

Prince, Michael H.; Chan, Henry; Vriza, Aikaterini; Zhou, Tao; Sastry, Varuni K.; Luo, Yanqi; Dearing, Matthew T.; Harder, Ross J.; Vasudevan, Rama K.; Cherukara, Mathew J.

Data-driven discovery of dynamics from time-resolved coherent scattering

IF3.3

2024-09-27

OAAI

Du, Ming; Zhou, Tao; Deng, Junjing; Ching, Daniel J.; Henke, Steven; Cherukara, Mathew J.

Extending the Takagi-Taupin equations for x-ray nanobeam Bragg coherent diffraction

IF11.9

2024-09-20

OAAI

Andrejevic, Nina; Zhou, Tao; Zhang, Qingteng; Narayanan, Suresh; Cherukara, Mathew J.; Chan, Maria K. Y.

PHYSICAL REVIEW B

IF3.7

2024-08-30

OAAI

Zhou, T.; Cherukara, M. J.; Kandel, S.; Allain, M.; Hua, N.; Shpyrko, O.; Takamura, Y.; Cai, Z.; Hruszkewycz, S. O.; Holt, M., V

AI-NERD: Elucidation of relaxation dynamics beyond equilibrium through AI-informed X-ray photon correlation spectroscopy

NATURE COMMUNICATIONS

IF15.7

2024-07-15

OAAI

Horwath, James P.; Lin, Xiao-Min; He, Hongrui; Zhang, Qingteng; Dufresne, Eric M.; Chu, Miaoqi; Sankaranarayanan, Subramanian K. R. S.; Chen, Wei; Narayanan, Suresh; Cherukara, Mathew J.

Optical Control of Adaptive Nanoscale Domain Networks

ADVANCED MATERIALS

IF26.8

2024-07-10

OAAI

Zajac, Marc; Zhou, Tao; Yang, Tiannan; Das, Sujit; Cao, Yue; Guzelturk, Burak; Stoica, Vladimir; Cherukara, Mathew J.; Freeland, John W.; Gopalan, Venkatraman; Ramesh, Ramamoorthy; Martin, Lane W.; Chen, Long-Qing; Holt, Martin V.; Hruszkewycz, Stephan O.; Wen, Haidan

Spontaneous Supercrystal Formation During a Strain-Engineered Metal-Insulator Transition 应变工程金属-绝缘体转变过程中的自发超晶形成

ADVANCED MATERIALS

IF26.8

2024-06-27

OAAI

Gorobtsov, Oleg Yu.; Miao, Ludi; Shao, Ziming; Tan, Yueze; Schnitzer, Noah; Goodge, Berit Hansen; Ruf, Jacob; Weinstock, Daniel; Cherukara, Mathew; Holt, Martin Victor; Nair, Hari; Chen, Long-Qing; Kourkoutis, Lena Fitting; Schlom, Darrell G.; Shen, Kyle M.; Singer, Andrej

Three-dimensional hard X-ray ptychographic reflectometry imaging on extended mesoscopic surface structures

APL PHOTONICS

IF5.3

2024-06-26

OAAI

Myint, Peco; Tripathi, Ashish; Wojcik, Michael J.; Deng, Junjing; Cherukara, Mathew J.; Schwarz, Nicholas; Narayanan, Suresh; Wang, Jin; Chu, Miaoqi; Jiang, Zhang

AI-enabled Lorentz microscopy for quantitative imaging of nanoscale magnetic spin textures

Active and Transfer Learning of High-Dimensional Neural Network Potentials for Transition Metals

IF11.9

2024-05-27

OAAI

McCray, Arthur R. C.; Zhou, Tao; Kandel, Saugat; Petford-Long, Amanda; Cherukara, Mathew J.; Phatak, Charudatta

ACS APPLIED MATERIALS & INTERFACES

IF8.2

2024-04-09

PREAI

Varughese, Bilvin; Manna, Sukriti; Loeffler, Troy D.; Batra, Rohit; Cherukara, Mathew J.; Sankaranarayanan, Subramanian K. R. S.

AutoFocus: AI-driven alignment of nanofocusing X-ray mirror systems

Deep learning at the edge enables real-time streaming ptychographic imaging

IF3.3

2023-11-06

OAAI

Rebuffi, Luca; Kandel, Saugat; Shi, Xianbo; Zhang, Runyu; Harder, Ross J.; Cha, Wonsuk; Highland, Matthew J.; Frith, Matthew G.; Assoufid, Lahsen; Cherukara, Mathew J.

NATURE COMMUNICATIONS

IF15.7

2023-11-03

OAAI

Babu, Anakha V.; Zhou, Tao; Kandel, Saugat; Bicer, Tekin; Liu, Zhengchun; Judge, William; Ching, Daniel J.; Jiang, Yi; Veseli, Sinisa; Henke, Steven; Chard, Ryan; Yao, Yudong; Sirazitdinova, Ekaterina; Gupta, Geetika; Holt, Martin V.; Foster, Ian T.; Miceli, Antonino; Cherukara, Mathew J.

Demonstration of an AI-driven workflow for autonomous high-resolution scanning microscopy 演示用于自主高分辨率扫描显微镜的AI驱动工作流程

NATURE COMMUNICATIONS

IF15.7

2023-09-07

OAAI

Kandel, Saugat; Zhou, Tao; Babu, Anakha V.; Di, Zichao; Li, Xinxin; Ma, Xuedan; Holt, Martin; Miceli, Antonino; Phatak, Charudatta; Cherukara, Mathew J.

Multislice forward modeling of coherent surface scattering imaging on surface and interfacial structures

CEGANN: Crystal Edge Graph Attention Neural Network for multiscale classification of materials environment CEGANN: 用于材料环境多尺度分类的晶体边图注意神经网络

IF3.3

2023-03-20

OAAI

Myint, Peco; Chu, Miaoqi; Tripathi, Ashish; Wojcik, Michael J.; Zhou, JIan; Cherukara, Mathew J.; Narayanan, Suresh; Wang, Jin; Jiang, Zhang