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Mathew J. Cherukara
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 11
Top Topics
Discrete Tomography
Query Generation
Deep Learning
Transmission Electron Microscopy
Top Venues
CoRR
SMC
AI4S
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Publications
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Michael H. Prince
,
Henry Chan
,
Aikaterini Vriza
,
Tao Zhou
,
Varuni K. Sastry
,
Matthew T. Dearing
,
Ross J. Harder
,
Rama K. Vasudevan
,
Mathew J. Cherukara
Opportunities for Retrieval and Tool Augmented Large Language Models in Scientific Facilities.
CoRR
(2023)
Orcun Yildiz
,
Henry Chan
,
Krishnan Raghavan
,
William Judge
,
Mathew J. Cherukara
,
Prasanna Balaprakash
,
Subramanian Sankaranarayanan
,
Tom Peterka
Automated Continual Learning of Defect Identification in Coherent Diffraction Imaging.
AI4S
(2022)
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.
CoRR
(2022)
Tekin Bicer
,
Xiaodong Yu
,
Daniel J. Ching
,
Ryan Chard
,
Mathew J. Cherukara
,
Bogdan Nicolae
,
Rajkumar Kettimuthu
,
Ian T. Foster
High-Performance Ptychographic Reconstruction with Federated Facilities.
CoRR
(2021)
Tekin Bicer
,
Xiaodong Yu
,
Daniel J. Ching
,
Ryan Chard
,
Mathew J. Cherukara
,
Bogdan Nicolae
,
Rajkumar Kettimuthu
,
Ian T. Foster
High-Performance Ptychographic Reconstruction with Federated Facilities.
SMC
(2021)
Yudong Yao
,
Henry Chan
,
Subramanian Sankaranarayanan
,
Prasanna Balaprakash
,
Ross J. Harder
,
Mathew J. Cherukara
AutoPhaseNN: Unsupervised Physics-aware Deep Learning of 3D Nanoscale Coherent Imaging.
CoRR
(2021)
Tao Zhou
,
Mathew J. Cherukara
,
Charudatta Phatak
High resolution functional imaging through Lorentz transmission electron microscopy and differentiable programming.
CoRR
(2020)
Mathew J. Cherukara
,
Tao Zhou
,
Youssef S. G. Nashed
,
Pablo Enfedaque
,
Alex Hexemer
,
Ross J. Harder
,
Martin V. Holt
Real-time sparse-sampled Ptychographic imaging through deep neural networks.
CoRR
(2020)
Henry Chan
,
Youssef S. G. Nashed
,
Saugat Kandel
,
Stephan Hruszkewycz
,
Subramanian Sankaranarayanan
,
Ross J. Harder
,
Mathew J. Cherukara
Real-time 3D Nanoscale Coherent Imaging via Physics-aware Deep Learning.
CoRR
(2020)
Henry Chan
,
Badri Narayanan
,
Mathew J. Cherukara
,
Troy D. Loeffler
,
Michael G. Sternberg
,
Anthony Avarca
,
Subramanian K. R. S. Sankaranarayanan
BLAST: Bridging Length/time scales via Atomistic Simulation Toolkit.
CoRR
(2020)
Mathew J. Cherukara
,
Youssef S. G. Nashed
,
Ross J. Harder
Real-time coherent diffraction inversion using deep generative networks.
CoRR
(2018)