[{"page":"1177-1187","extern":"1","year":"2020","title":"End‐to‐end nanophotonic inverse design for imaging and polarimetry","publisher":"Wiley","doi":"10.1515/nanoph-2020-0579","user_id":"ba8df636-2132-11f1-aed0-ed93e2281fdd","month":"12","OA_place":"publisher","main_file_link":[{"open_access":"1","url":"https://doi.org/10.1515/nanoph-2020-0579"}],"status":"public","author":[{"first_name":"Zin","full_name":"Lin, Zin","last_name":"Lin"},{"id":"e2e68fc9-6505-11ef-a541-eb4e72cc3e82","full_name":"Roques-Carmes, Charles","first_name":"Charles","last_name":"Roques-Carmes"},{"full_name":"Pestourie, Raphaël","first_name":"Raphaël","last_name":"Pestourie"},{"full_name":"Soljačić, Marin","first_name":"Marin","last_name":"Soljačić"},{"last_name":"Majumdar","full_name":"Majumdar, Arka","first_name":"Arka"},{"full_name":"Johnson, Steven G.","first_name":"Steven G.","last_name":"Johnson"}],"publication_status":"published","quality_controlled":"1","_id":"21642","issue":"3","article_type":"original","article_processing_charge":"No","oa":1,"citation":{"ama":"Lin Z, Roques-Carmes C, Pestourie R, Soljačić M, Majumdar A, Johnson SG. End‐to‐end nanophotonic inverse design for imaging and polarimetry. <i>Nanophotonics</i>. 2020;10(3):1177-1187. doi:<a href=\"https://doi.org/10.1515/nanoph-2020-0579\">10.1515/nanoph-2020-0579</a>","short":"Z. Lin, C. Roques-Carmes, R. Pestourie, M. Soljačić, A. Majumdar, S.G. Johnson, Nanophotonics 10 (2020) 1177–1187.","ista":"Lin Z, Roques-Carmes C, Pestourie R, Soljačić M, Majumdar A, Johnson SG. 2020. End‐to‐end nanophotonic inverse design for imaging and polarimetry. Nanophotonics. 10(3), 1177–1187.","apa":"Lin, Z., Roques-Carmes, C., Pestourie, R., Soljačić, M., Majumdar, A., &#38; Johnson, S. G. (2020). End‐to‐end nanophotonic inverse design for imaging and polarimetry. <i>Nanophotonics</i>. Wiley. <a href=\"https://doi.org/10.1515/nanoph-2020-0579\">https://doi.org/10.1515/nanoph-2020-0579</a>","chicago":"Lin, Zin, Charles Roques-Carmes, Raphaël Pestourie, Marin Soljačić, Arka Majumdar, and Steven G. Johnson. “End‐to‐end Nanophotonic Inverse Design for Imaging and Polarimetry.” <i>Nanophotonics</i>. Wiley, 2020. <a href=\"https://doi.org/10.1515/nanoph-2020-0579\">https://doi.org/10.1515/nanoph-2020-0579</a>.","mla":"Lin, Zin, et al. “End‐to‐end Nanophotonic Inverse Design for Imaging and Polarimetry.” <i>Nanophotonics</i>, vol. 10, no. 3, Wiley, 2020, pp. 1177–87, doi:<a href=\"https://doi.org/10.1515/nanoph-2020-0579\">10.1515/nanoph-2020-0579</a>.","ieee":"Z. Lin, C. Roques-Carmes, R. Pestourie, M. Soljačić, A. Majumdar, and S. G. Johnson, “End‐to‐end nanophotonic inverse design for imaging and polarimetry,” <i>Nanophotonics</i>, vol. 10, no. 3. Wiley, pp. 1177–1187, 2020."},"arxiv":1,"tmp":{"short":"CC BY (4.0)","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"date_updated":"2026-04-27T09:29:25Z","abstract":[{"text":"By codesigning a metaoptical front end in conjunction with an image‐processing back end, we demonstrate noise sensitivity and compactness substantially superior to either an optics‐only or a computation‐only approach, illustrated by two examples: subwavelength imaging and reconstruction of the full polarization coherence matrices of multiple light sources. Our end‐to‐end inverse designs couple the solution of the full Maxwell equations—exploiting all aspects of wave physics arising in subwavelength scatterers—with inverse‐scattering algorithms in a single large‐scale optimization involving  degrees of freedom. The resulting structures scatter light in a way that is radically different from either a conventional lens or a random microstructure, and suppress the noise sensitivity of the inverse‐scattering computation by several orders of magnitude. Incorporating the full wave physics is especially crucial for detecting spectral and polarization information that is discarded by geometric optics and scalar diffraction theory.","lang":"eng"}],"date_created":"2026-03-30T12:22:48Z","type":"journal_article","publication_identifier":{"issn":["2192-8614"],"eissn":["2192-8614"]},"oa_version":"Published Version","scopus_import":"1","ddc":["530"],"volume":10,"language":[{"iso":"eng"}],"DOAJ_listed":"1","date_published":"2020-12-23T00:00:00Z","keyword":["computational imaging","end-to-end photonic inverse design","inverse scattering","meta-optics","polarimetry"],"external_id":{"arxiv":["2006.09145"]},"publication":"Nanophotonics","OA_type":"gold","intvolume":"        10","day":"23"}]