{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,20]],"date-time":"2025-11-20T06:38:00Z","timestamp":1763620680447,"version":"3.45.0"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,3,31]],"date-time":"2025-03-31T00:00:00Z","timestamp":1743379200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,3,31]],"date-time":"2025-03-31T00:00:00Z","timestamp":1743379200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,3,31]]},"DOI":"10.23919\/date64628.2025.10993033","type":"proceedings-article","created":{"date-parts":[[2025,5,21]],"date-time":"2025-05-21T13:36:35Z","timestamp":1747834595000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["MAPS: Multi-Fidelity AI-Augmented Photonic Simulation and Inverse Design Infrastructure"],"prefix":"10.23919","author":[{"given":"Pingchuan","family":"Ma","sequence":"first","affiliation":[{"name":"Arizona State University"}]},{"given":"Zhengqi","family":"Gao","sequence":"additional","affiliation":[{"name":"Massachusetts Institute of Technology"}]},{"given":"Meng","family":"Zhang","sequence":"additional","affiliation":[{"name":"Rensselaer Polytechnic Institute"}]},{"given":"Haoyu","family":"Yang","sequence":"additional","affiliation":[{"name":"NVIDIA"}]},{"given":"Mark","family":"Ren","sequence":"additional","affiliation":[{"name":"NVIDIA"}]},{"given":"Rena","family":"Huang","sequence":"additional","affiliation":[{"name":"Rensselaer Polytechnic Institute"}]},{"given":"Duane S.","family":"Boning","sequence":"additional","affiliation":[{"name":"Massachusetts Institute of Technology"}]},{"given":"Jiaqi","family":"Gu","sequence":"additional","affiliation":[{"name":"Arizona State University"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1364\/OME.9.000469"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1364\/OE.431188"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1021\/acsphotonics.9b01238"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAB.28.000387"},{"issue":"49","key":"ref5","doi-asserted-by":"crossref","first-page":"3613","DOI":"10.1016\/j.cma.2011.08.006","article-title":"Robust topology optimization accounting for spatially varying manufacturing errors","volume":"200","author":"Schevenels","year":"2011","journal-title":"Computer Methods in Applied Mechanics and Engineering"},{"article-title":"Fourier neural operator for parametric partial differential equations","year":"2021","author":"Li","key":"ref6"},{"article-title":"Factorized fourier neural operators","year":"2023","author":"Tran","key":"ref7"},{"key":"ref8","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-24574-4_28","article-title":"U-net: Convolutional networks for biomedical image segmentation","author":"Ronneberger","year":"2015"},{"key":"ref9","article-title":"Sinenet: Learning temporal dynamics in time-dependent partial differential equations","volume-title":"The Twelfth International Conference on Learning Representations","author":"Zhang","year":"2024"},{"key":"ref10","article-title":"Neurolight: A physics-agnostic neural operator enabling paramet-ric photonic device simulation","volume-title":"Conference on Neural Information Processing Systems (NeurIPS)","author":"Gu","year":"2022"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.52202\/079017-2156"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1364\/OE.384438"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1021\/acsphotonics.2c00313"},{"issue":"11","key":"ref14","doi-asserted-by":"crossref","first-page":"3141","DOI":"10.1021\/acsphotonics.0c01202","article-title":"Design space reparameterization enforces hard geometric constraints in inverse-designed nanophotonic devices","volume":"7","author":"Chen","year":"2020","journal-title":"ACS Photonics"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1021\/acsphotonics.2c01160"},{"article-title":"Boson-1: Understanding and enabling physically-robust photonic inverse design with adaptive variation-aware subspace optimization","year":"2024","author":"Ma","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-23087-y"},{"issue":"2","key":"ref18","doi-asserted-by":"crossref","first-page":"3076","DOI":"10.1364\/OE.448051","article-title":"Machine-learning -assisted inverse design of scattering enhanced metasurface","volume":"30","author":"Lin","year":"2022","journal-title":"Opt. Express"},{"article-title":"Piczo-sim: A physics-inspired causality-aware dynamic convolutional neural operator for ultra-fast photonic device fdtd simulation","year":"2024","author":"Ma","key":"ref19"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TAP.2021.3060142"},{"article-title":"Physics-informed neural operator for learning partial differential equations","year":"2023","author":"Li","key":"ref21"},{"key":"ref22","article-title":"NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation","volume-title":"Conference on Neural Information Processing Systems (NeurIPS)","author":"Gu","year":"2022"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.aay6946"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3698364.3705343"}],"event":{"name":"2025 Design, Automation &amp; Test in Europe Conference (DATE)","start":{"date-parts":[[2025,3,31]]},"location":"Lyon, France","end":{"date-parts":[[2025,4,2]]}},"container-title":["2025 Design, Automation &amp;amp; Test in Europe Conference (DATE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10992638\/10992588\/10993033.pdf?arnumber=10993033","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,20]],"date-time":"2025-11-20T06:00:52Z","timestamp":1763618452000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10993033\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3,31]]},"references-count":24,"URL":"https:\/\/doi.org\/10.23919\/date64628.2025.10993033","relation":{},"subject":[],"published":{"date-parts":[[2025,3,31]]}}}