{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T16:20:08Z","timestamp":1771950008832,"version":"3.50.1"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,8,31]],"date-time":"2025-08-31T00:00:00Z","timestamp":1756598400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,31]],"date-time":"2025-08-31T00:00:00Z","timestamp":1756598400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000015","name":"U.S. Department of Energy","doi-asserted-by":"publisher","award":["DE-AC02-06CH11357"],"award-info":[{"award-number":["DE-AC02-06CH11357"]}],"id":[{"id":"10.13039\/100000015","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,8,31]]},"DOI":"10.1109\/mlsp62443.2025.11204220","type":"proceedings-article","created":{"date-parts":[[2025,10,24]],"date-time":"2025-10-24T17:15:52Z","timestamp":1761326152000},"page":"1-6","source":"Crossref","is-referenced-by-count":1,"title":["Ptychographic Image Reconstruction from Limited Data via Score-Based Diffusion Models with Physics-Guidance"],"prefix":"10.1109","author":[{"given":"Refik M.","family":"Cam","sequence":"first","affiliation":[{"name":"University of Illinois Urbana-Champaign,IL,USA,61801"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junjing","family":"Deng","sequence":"additional","affiliation":[{"name":"Argonne National Laboratory,IL,USA,60439"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rajkumar","family":"Kettimuthu","sequence":"additional","affiliation":[{"name":"Argonne National Laboratory,IL,USA,60439"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mathew J.","family":"Cherukara","sequence":"additional","affiliation":[{"name":"Argonne National Laboratory,IL,USA,60439"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tekin","family":"Bicer","sequence":"additional","affiliation":[{"name":"Argonne National Laboratory,IL,USA,60439"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/s41566-017-0072-5"},{"key":"ref2","year":"2024","journal-title":"APS, Scientific Computing Strategy document"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1080\/08940886.2022.2112500"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s41560-024-01493-y"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-41496-z"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-09430-3"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3447818.3460380"},{"key":"ref8","article-title":"Rapid Analysis of Various Emerging Nanoelectronics","volume-title":"Intelligence Advanced Research Projects Activity","year":"2020"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/OJSP.2024.3375276"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2023.3328288"},{"key":"ref11","author":"Xu","year":"2018","journal-title":"Accelerated wirtinger flow: A fast algorithm for ptychography"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1364\/OPTICA.4.000736"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2015.2399924"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.2172\/1599580"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1063\/5.0013065"},{"key":"ref16","author":"Barutcu","year":"2022","journal-title":"Compressive ptychography using deep image and generative priors"},{"key":"ref17","author":"Ekmekci","year":"2024","journal-title":"Integrating generative and physics-based models for ptychographic imaging with uncertainty quantification"},{"key":"ref18","first-page":"8780","article-title":"Diffusion models beat gans on image synthesis","volume-title":"Advances in neural information processing systems","volume":"34","author":"Dhariwal","year":"2021"},{"key":"ref19","author":"Chung","year":"2022","journal-title":"Diffusion posterior sampling for general noisy inverse problems"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01117"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/s42254-021-00280-y"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1080\/17415977.2018.1518444"}],"event":{"name":"2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP)","location":"Istanbul, Turkiye","start":{"date-parts":[[2025,8,31]]},"end":{"date-parts":[[2025,9,3]]}},"container-title":["2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11204201\/11204202\/11204220.pdf?arnumber=11204220","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T18:37:17Z","timestamp":1762367837000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11204220\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,31]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/mlsp62443.2025.11204220","relation":{},"subject":[],"published":{"date-parts":[[2025,8,31]]}}}