{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T12:28:33Z","timestamp":1773318513331,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":65,"publisher":"ACM","license":[{"start":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T00:00:00Z","timestamp":1763164800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000006","name":"Office of Naval Research","doi-asserted-by":"publisher","award":["N00014-24-1-2313"],"award-info":[{"award-number":["N00014-24-1-2313"]}],"id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["OAC-2118061"],"award-info":[{"award-number":["OAC-2118061"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000015","name":"U.S. Department of Energy","doi-asserted-by":"publisher","award":["DE&#14844048;SC0023146, DE-AC02-06CH11357"],"award-info":[{"award-number":["DE&#14844048;SC0023146, DE-AC02-06CH11357"]}],"id":[{"id":"10.13039\/100000015","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,11,16]]},"DOI":"10.1145\/3712285.3771785","type":"proceedings-article","created":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T16:04:47Z","timestamp":1762963487000},"page":"36-47","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Multiscale Light-Matter Dynamics in Quantum Materials: From Electrons to Topological Superlattices"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4540-0943","authenticated-orcid":false,"given":"Taufeq Mohammed","family":"Razakh","sequence":"first","affiliation":[{"name":"University of Southern California (USC), Los Angeles, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0504-4876","authenticated-orcid":false,"given":"Thomas","family":"Linker","sequence":"additional","affiliation":[{"name":"SLAC National Accelerator Laboratory, Menlo Park, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5117-2385","authenticated-orcid":false,"given":"Ye","family":"Luo","sequence":"additional","affiliation":[{"name":"Argonne National Laboratory, Lemont, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-3065-8609","authenticated-orcid":false,"given":"Nariman","family":"Piroozan","sequence":"additional","affiliation":[{"name":"Intel Corporation, Santa Clara, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0237-3823","authenticated-orcid":false,"given":"John","family":"Pennycook","sequence":"additional","affiliation":[{"name":"Intel Corporation, Santa Clara, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6173-9963","authenticated-orcid":false,"given":"Nalini","family":"Kumar","sequence":"additional","affiliation":[{"name":"Intel Corporation, Santa Clara, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0475-9236","authenticated-orcid":false,"given":"Albert","family":"Musaelian","sequence":"additional","affiliation":[{"name":"Harvard University, Cambridge, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0544-7202","authenticated-orcid":false,"given":"Anders","family":"Johansson","sequence":"additional","affiliation":[{"name":"Harvard University, Cambridge, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0638-539X","authenticated-orcid":false,"given":"Boris","family":"Kozinsky","sequence":"additional","affiliation":[{"name":"Harvard University, Cambridge, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8835-5249","authenticated-orcid":false,"given":"Rajiv K.","family":"Kalia","sequence":"additional","affiliation":[{"name":"University of Southern California (USC), Los Angeles, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4683-429X","authenticated-orcid":false,"given":"Priya","family":"Vashishta","sequence":"additional","affiliation":[{"name":"University of Southern California (USC), Los Angeles, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4025-0069","authenticated-orcid":false,"given":"Fuyuki","family":"Shimojo","sequence":"additional","affiliation":[{"name":"Kumamoto University, Kumamoto, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0786-1308","authenticated-orcid":false,"given":"Shinnosuke","family":"Hattori","sequence":"additional","affiliation":[{"name":"Sony Group Corporation, Atsugi, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1743-1419","authenticated-orcid":false,"given":"Ken-ichi","family":"Nomura","sequence":"additional","affiliation":[{"name":"University of Southern California (USC), Los Angeles, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3228-3896","authenticated-orcid":false,"given":"Aiichiro","family":"Nakano","sequence":"additional","affiliation":[{"name":"University of Southern California (USC), Los Angeles, USA"}]}],"member":"320","published-online":{"date-parts":[[2025,11,15]]},"reference":[{"key":"e_1_3_3_2_1_2","doi-asserted-by":"publisher","DOI":"10.1063\/5.0184774"},{"key":"e_1_3_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.1038\/nphys4274"},{"key":"e_1_3_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1038\/nmat5017"},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRev.136.B864"},{"key":"e_1_3_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1088\/0034-4885\/75\/3\/036503"},{"key":"e_1_3_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.76.3168"},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevB.85.045134"},{"key":"e_1_3_3_2_8_2","doi-asserted-by":"publisher","DOI":"10.1080\/00018732.2019.1695875"},{"key":"e_1_3_3_2_9_2","doi-asserted-by":"publisher","DOI":"10.1063\/1.4757762"},{"key":"e_1_3_3_2_10_2","doi-asserted-by":"publisher","DOI":"10.1021\/acs.nanolett.9b01214"},{"key":"e_1_3_3_2_11_2","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.abk2625"},{"key":"e_1_3_3_2_12_2","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPSW63119.2024.00176"},{"key":"e_1_3_3_2_13_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-018-0855-y"},{"key":"e_1_3_3_2_14_2","doi-asserted-by":"publisher","DOI":"10.1002\/qua.24890"},{"key":"e_1_3_3_2_15_2","doi-asserted-by":"publisher","DOI":"10.1109\/SC41405.2020.00009"},{"key":"e_1_3_3_2_16_2","doi-asserted-by":"publisher","DOI":"10.1145\/3458817.3487400"},{"key":"e_1_3_3_2_17_2","doi-asserted-by":"publisher","DOI":"10.1126\/science.adu0801"},{"key":"e_1_3_3_2_18_2","volume-title":"Proc. SC","author":"Hasegawa Y.","year":"2011","unstructured":"Hasegawa, Y., et al., First-principles calculations of electron states of a silicon nanowire on the K computer, In Proc. SC (2011), Art. No. 1."},{"key":"e_1_3_3_2_19_2","volume-title":"Proc. SC","author":"Das S.","year":"2023","unstructured":"Das, S., et al., Large-scale materials modeling at quantum accuracy, In Proc. SC (2023), Art. No. 1."},{"key":"e_1_3_3_2_20_2","doi-asserted-by":"publisher","DOI":"10.1109\/SC41406.2024.00015"},{"key":"e_1_3_3_2_21_2","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2016.46"},{"key":"e_1_3_3_2_22_2","doi-asserted-by":"publisher","DOI":"10.1145\/3295500.3356144"},{"key":"e_1_3_3_2_23_2","doi-asserted-by":"publisher","DOI":"10.1177\/10943420211065723"},{"key":"e_1_3_3_2_24_2","doi-asserted-by":"publisher","DOI":"10.1063\/1.5142502"},{"key":"e_1_3_3_2_25_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cpc.2018.09.018"},{"key":"e_1_3_3_2_26_2","volume-title":"Proc. SC","author":"Musaelian A.","year":"2023","unstructured":"Musaelian, A., et al., Scaling the leading accuracy of deep equivariant models to biomolecular simulations, In Proc. SC (2023), Art. No. 2."},{"key":"e_1_3_3_2_27_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-32041-5_12"},{"key":"e_1_3_3_2_28_2","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jpclett.5c00605"},{"key":"e_1_3_3_2_29_2","doi-asserted-by":"publisher","DOI":"10.1109\/SC.2014.59"},{"key":"e_1_3_3_2_30_2","doi-asserted-by":"publisher","DOI":"10.1063\/1.4869342"},{"key":"e_1_3_3_2_31_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0010-4655(01)00203-X"},{"key":"e_1_3_3_2_32_2","doi-asserted-by":"publisher","DOI":"10.1142\/9789812701084_0005"},{"key":"e_1_3_3_2_33_2","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jpclett.2c03029"},{"key":"e_1_3_3_2_34_2","doi-asserted-by":"publisher","DOI":"10.1109\/SCW63240.2024.00187"},{"key":"e_1_3_3_2_35_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-024-47685-8"},{"key":"e_1_3_3_2_36_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-36329-y"},{"key":"e_1_3_3_2_37_2","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.66.1438"},{"key":"e_1_3_3_2_38_2","doi-asserted-by":"publisher","DOI":"10.1017\/9781108555586"},{"key":"e_1_3_3_2_39_2","doi-asserted-by":"publisher","DOI":"10.1063\/5.0146431"},{"key":"e_1_3_3_2_40_2","doi-asserted-by":"publisher","DOI":"10.1016\/0010-4655(94)90047-7"},{"key":"e_1_3_3_2_41_2","doi-asserted-by":"publisher","DOI":"10.1016\/0010-4655(91)90240-L"},{"key":"e_1_3_3_2_42_2","doi-asserted-by":"publisher","DOI":"10.1016\/0038-1098(87)91043-X"},{"key":"e_1_3_3_2_43_2","doi-asserted-by":"publisher","DOI":"10.1063\/1.4937379"},{"key":"e_1_3_3_2_44_2","doi-asserted-by":"publisher","DOI":"10.1088\/1361-648X\/ab048a"},{"key":"e_1_3_3_2_45_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-29939-5"},{"key":"e_1_3_3_2_46_2","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2010.01412"},{"key":"e_1_3_3_2_47_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-024-48246-9"},{"key":"e_1_3_3_2_48_2","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i13.26793"},{"key":"e_1_3_3_2_49_2","volume-title":"Taming multi-domain, -fidelity data: towards foundation models for atomistic scale simulations, arXiv","author":"Shiota T.","year":"2024","unstructured":"Shiota, T., et al., Taming multi-domain, -fidelity data: towards foundation models for atomistic scale simulations, arXiv (2024), 2412.13088."},{"key":"e_1_3_3_2_50_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0166-1280(98)00475-8"},{"key":"e_1_3_3_2_51_2","volume-title":"Proc. SC","author":"Takemiya H.","year":"2006","unstructured":"Takemiya, H., et al., Sustainable adaptive Grid supercomputing: multiscale simulation across the Pacific, In Proc. SC (2006), 106."},{"key":"e_1_3_3_2_52_2","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.127.077401"},{"key":"e_1_3_3_2_53_2","doi-asserted-by":"publisher","DOI":"10.1063\/1.5093707"},{"key":"e_1_3_3_2_54_2","volume-title":"Proc. CoRR (2019)","author":"Kalamkar D.D.","year":"1905","unstructured":"Kalamkar, D.D., et al., A study of BFLOAT16 for deep learning training, In Proc. CoRR (2019), 1905.12322."},{"key":"e_1_3_3_2_55_2","doi-asserted-by":"publisher","DOI":"10.1063\/5.0039139"},{"key":"e_1_3_3_2_56_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41563-024-01981-2"},{"key":"e_1_3_3_2_57_2","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-023-00716-3"},{"key":"e_1_3_3_2_58_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-022-01882-6"},{"key":"e_1_3_3_2_59_2","doi-asserted-by":"publisher","DOI":"10.1145\/3624062.3624177"},{"key":"e_1_3_3_2_60_2","volume-title":"Proc. Hot Chips (2022","author":"Jiang H.","year":"2022","unstructured":"Jiang, H., Intel's Ponte Vecchio GPU: architecture, systems & software, In Proc. Hot Chips (2022), DOI: 10.1109\/ HCS55958.2022.9895631."},{"key":"e_1_3_3_2_61_2","doi-asserted-by":"publisher","DOI":"10.1038\/s42254-024-00764-7"},{"key":"e_1_3_3_2_62_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-024-08445-2"},{"key":"e_1_3_3_2_63_2","doi-asserted-by":"publisher","DOI":"10.1103\/Physics.16.160"},{"key":"e_1_3_3_2_64_2","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevB.110.075116"},{"key":"e_1_3_3_2_65_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2024.04.060"}],"event":{"name":"SC '25: The International Conference for High Performance Computing, Networking, Storage and Analysis","location":"St. Louis MO USA","acronym":"SC '25","sponsor":["SIGHPC ACM Special Interest Group on High Performance Computing, Special Interest Group on High Performance Computing"]},"container-title":["Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/abs\/10.1145\/3712285.3771785","content-type":"text\/html","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3712285.3771785","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3712285.3771785","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T18:43:46Z","timestamp":1773254626000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3712285.3771785"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,15]]},"references-count":65,"alternative-id":["10.1145\/3712285.3771785","10.1145\/3712285"],"URL":"https:\/\/doi.org\/10.1145\/3712285.3771785","relation":{},"subject":[],"published":{"date-parts":[[2025,11,15]]},"assertion":[{"value":"2025-11-15","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}