Mathew J. Cherukara

20 papers B 1Journal 17Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	EAA: Automating materials characterization with vision language model agents. CoRR Ming Du, Yanqi Luo, Srutarshi Banerjee, Michael Wojcik, Jelena Popovic, Mathew J. Cherukara
2025	J	`jnl`	DONUT: Physics-aware Machine Learning for Real-time X-ray Nanodiffraction Analysis. CoRR Aileen Luo, Tao Zhou, Ming Du, Martin V. Holt, Andrej Singer, Mathew J. Cherukara
2025	J	`jnl`	Demonstration of an AI-driven workflow for dynamic x-ray spectroscopy. CoRR Ming Du, Mark Wolfman, Chengjun Sun, Shelly D. Kelly, Mathew J. Cherukara
2025	J	`jnl`	Fidelity-preserving enhancement of ptychography with foundational text-to-image models. CoRR Ming Du, Volker Rose, Junjing Deng, Dileep Singh, Si Chen, Mathew J. Cherukara
2025	J	`jnl`	Pty-Chi: A PyTorch-based modern ptychographic data analysis package. CoRR Ming Du, Hanna Ruth, Steven Henke, Yi Jiang, Viktor Nikitin, Ashish Tripathi, Junjing Deng, Jeffrey Klug, Peco Myint, Tao Zhou, Nicholas Schwarz, Mathew J. Cherukara, Alec Sandy, Stefan Vogt
2025	—	`conf`	Ptychographic Image Reconstruction from Limited Data via Score-Based Diffusion Models with Physics-Guidance. MLSP Refik M. Cam, Junjing Deng, Rajkumar Kettimuthu, Mathew J. Cherukara, Tekin Bicer
2024	J	`jnl`	Automated defect identification in coherent diffraction imaging with smart continual learning. Neural Comput. Appl. Orcun Yildiz, Krishnan Raghavan, Henry Chan, Mathew J. Cherukara, Prasanna Balaprakash, Subramanian Sankaranarayanan, Tom Peterka
2024	J	`jnl`	Homomorphic data compression for real time photon correlation analysis. CoRR Sebastian Strempfer, Zichao Wendy Di, Kazutomo Yoshii, Yue Cao, Qingteng Zhang, Eric M. Dufresne, Mathew J. Cherukara, Suresh Narayanan, Martin V. Holt, Antonino Miceli, Tao Zhou
2024	J	`jnl`	Predicting ptychography probe positions using single-shot phase retrieval neural network. CoRR Ming Du, Tao Zhou, Junjing Deng, Daniel J. Ching, Steven Henke, Mathew J. Cherukara
2023	J	`jnl`	Opportunities for Retrieval and Tool Augmented Large Language Models in Scientific Facilities. CoRR Michael H. Prince, Henry Chan, Aikaterini Vriza, Tao Zhou, Varuni K. Sastry, Matthew T. Dearing, Ross J. Harder, Rama K. Vasudevan, Mathew J. Cherukara
2022	—	`conf`	Automated Continual Learning of Defect Identification in Coherent Diffraction Imaging. AI4S Orcun Yildiz, Henry Chan, Krishnan Raghavan, William Judge, Mathew J. Cherukara, Prasanna Balaprakash, Subramanian Sankaranarayanan, Tom Peterka
2022	J	`jnl`	Deep learning at the edge enables real-time streaming ptychographic imaging. CoRR 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
2021	J	`jnl`	AutoPhaseNN: Unsupervised Physics-aware Deep Learning of 3D Nanoscale Coherent Imaging. CoRR Yudong Yao, Henry Chan, Subramanian Sankaranarayanan, Prasanna Balaprakash, Ross J. Harder, Mathew J. Cherukara
2021	B	`conf`	High-Performance Ptychographic Reconstruction with Federated Facilities. SMC Tekin Bicer, Xiaodong Yu, Daniel J. Ching, Ryan Chard, Mathew J. Cherukara, Bogdan Nicolae, Rajkumar Kettimuthu, Ian T. Foster
2021	J	`jnl`	High-Performance Ptychographic Reconstruction with Federated Facilities. CoRR Tekin Bicer, Xiaodong Yu, Daniel J. Ching, Ryan Chard, Mathew J. Cherukara, Bogdan Nicolae, Rajkumar Kettimuthu, Ian T. Foster
2020	J	`jnl`	BLAST: Bridging Length/time scales via Atomistic Simulation Toolkit. CoRR Henry Chan, Badri Narayanan, Mathew J. Cherukara, Troy D. Loeffler, Michael G. Sternberg, Anthony Avarca, Subramanian K. R. S. Sankaranarayanan
2020	J	`jnl`	High resolution functional imaging through Lorentz transmission electron microscopy and differentiable programming. CoRR Tao Zhou, Mathew J. Cherukara, Charudatta Phatak
2020	J	`jnl`	Real-time 3D Nanoscale Coherent Imaging via Physics-aware Deep Learning. CoRR Henry Chan, Youssef S. G. Nashed, Saugat Kandel, Stephan Hruszkewycz, Subramanian Sankaranarayanan, Ross J. Harder, Mathew J. Cherukara
2020	J	`jnl`	Real-time sparse-sampled Ptychographic imaging through deep neural networks. CoRR Mathew J. Cherukara, Tao Zhou, Youssef S. G. Nashed, Pablo Enfedaque, Alex Hexemer, Ross J. Harder, Martin V. Holt
2018	J	`jnl`	Real-time coherent diffraction inversion using deep generative networks. CoRR Mathew J. Cherukara, Youssef S. G. Nashed, Ross J. Harder