Mathew J. Cherukara
- AutoPhaseNN: Unsupervised Physics-aware Deep Learning of 3D Nanoscale Bragg Coherent Diffraction Imaging
2021/09/28 by Yudong Yao, Yao, Yudong, Henry Lik‐Yuen Chan +9 · 6 citations
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #00A79 #68T07 #Advanced Electron Microscopy Techniques and Applications #Advanced X-ray Imaging Techniques #Applied Physics (physics.app-ph) #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Holography and Microscopy #FOS: Computer and information sciences #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- Opportunities for Retrieval and Tool Augmented Large Language Models in Scientific Facilities
2023/12/03 by Michael H. Prince, Prince, Michael H., Henry Chan +15 · 9 citations
Computer Science · Decision Sciences · Materials Science · #Accelerator Physics (physics.acc-ph) #Applied Physics (physics.app-ph) #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Instrumentation and Detectors (physics.ins-det) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Research Data Management Practices #Scientific Computing and Data Management #and Science (cs.CE)
- Demonstration of an AI-driven workflow for autonomous high-resolution scanning microscopy
2023/01/12 by Saugat Kandel, Tao Zhou, Kandel, Saugat +17 · 4 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · #Advanced Electron Microscopy Techniques and Applications #Applied Physics (physics.app-ph) #Electronic and Structural Properties of Oxides #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Predicting ptychography probe positions using single-shot phase retrieval neural network
2024/05/31 by Ming Du, Du, Ming, Tao Zhou +9 · 4 citations
Medicine · Physics and Astronomy · #94A08 #Advanced X-ray Imaging Techniques #Applied Physics (physics.app-ph) #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #I.4.0 #Nuclear Physics and Applications #Pediatric Urology and Nephrology Studies #Statistics and Probability (physics.data-an)
- CEGANN: Crystal Edge Graph Attention Neural Network for multiscale classification of materials environment
2022/07/20 by Suvo Banik, Banik, Suvo, Debdas Dhabal +11 · 1 citation
Computer Science · Engineering · Materials Science · #Advanced Memory and Neural Computing #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Neural Networks and Applications
- Operating advanced scientific instruments with AI agents that learn on the job
2025/08/27 by Aikaterini Vriza, Michael H. Prince, Vriza, Aikaterini +7 · 2 citations
Decision Sciences · Materials Science · Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Scientific Computing and Data Management
- Ptychographic Image Reconstruction from Limited Data via Score-Based Diffusion Models with Physics-Guidance
2025/02/26 by Refik Mert Çam, Junjing Deng, Cam, Refik Mert +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Advanced X-ray Imaging Techniques #Digital Holography and Microscopy #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Deep Learning of Structural Morphology Imaged by Scanning X-ray Diffraction Microscopy
2024/06/11 by Aileen Luo, Tao Zhou, Luo, Aileen +7 · 2 citations
Medicine · #Applied Physics (physics.app-ph) #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Radiomics and Machine Learning in Medical Imaging #Statistics and Probability (physics.data-an)
- Spontaneous supercrystal formation during a strain-engineered metal-insulator transition
2023/11/20 by Oleg Gorobtsov, Ludi Miao, Gorobtsov, O. Yu. +29 · 1 citation
Physics and Astronomy · #Advanced Condensed Matter Physics #Physics of Superconductivity and Magnetism #Theoretical and Computational Physics
- Extending the Takagi-Taupin equations for x-ray nanobeam Bragg coherent diffraction
2024/07/11 by Tao Zhou, Zhou, T., Mathew J. Cherukara +17 · 1 citation
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Advanced X-ray Imaging Techniques #Crystallography and Radiation Phenomena #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
- A corrective agentic hybrid RAG and an operations-grounded evaluation for a scientific facility
2026/07/27 by Rajat Sainju, Dariusz Jarosz, Hairong Shang +5
Computer Science · Physics and Astronomy · #physics.acc-ph #cs.AI #cs.IR