{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,21]],"date-time":"2026-08-21T13:25:20Z","timestamp":1787318720078,"version":"build-2736575974"},"reference-count":80,"publisher":"American Physical Society (APS)","issue":"2","license":[{"start":{"date-parts":[[2026,8,21]],"date-time":"2026-08-21T00:00:00Z","timestamp":1787270400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/link.aps.org\/licenses\/aps-default-license"},{"start":{"date-parts":[[2027,8,21]],"date-time":"2027-08-21T00:00:00Z","timestamp":1818806400000},"content-version":"am","delay-in-days":365,"URL":"https:\/\/link.aps.org\/licenses\/aps-default-accepted-manuscript-license"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CBET-1637991"],"award-info":[{"award-number":["CBET-1637991"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000104","name":"National Aeronautics and Space Administration","doi-asserted-by":"publisher","award":["80NSSC24K0189"],"award-info":[{"award-number":["80NSSC24K0189"]}],"id":[{"id":"10.13039\/100000104","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000015","name":"U.S. Department of Energy","doi-asserted-by":"publisher","award":["P200A210065"],"award-info":[{"award-number":["P200A210065"]}],"id":[{"id":"10.13039\/100000015","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["journals.aps.org"],"crossmark-restriction":true},"short-container-title":["Phys. Rev. E"],"accepted":{"date-parts":[[2026,7,6]]},"DOI":"10.1103\/8h2w-vhcn","type":"journal-article","created":{"date-parts":[[2026,7,6]],"date-time":"2026-07-06T12:58:17Z","timestamp":1783342697000},"update-policy":"https:\/\/doi.org\/10.1103\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Dissipative self-assembly of colloidal suspensions"],"prefix":"10.1103","volume":"114","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2081-7291","authenticated-orcid":true,"given":"Jason","family":"Conradt","sequence":"first","affiliation":[{"id":[{"id":"https:\/\/ror.org\/01sbq1a82","id-type":"ROR","asserted-by":"publisher"}],"name":"University of Delaware"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8849-4484","authenticated-orcid":true,"given":"Eric M.","family":"Furst","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/01sbq1a82","id-type":"ROR","asserted-by":"publisher"}],"name":"University of Delaware"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"16","published-online":{"date-parts":[[2026,8,21]]},"reference":[{"key":"8h2w-vhcnCc1R1","doi-asserted-by":"publisher","DOI":"10.1038\/320340a0","type":"journal-article"},{"key":"8h2w-vhcnCc2R1","doi-asserted-by":"publisher","DOI":"10.1038\/43141","type":"journal-article"},{"key":"8h2w-vhcnCc3R1","doi-asserted-by":"publisher","DOI":"10.1038\/nature01328","type":"journal-article"},{"key":"8h2w-vhcnCc4R1","doi-asserted-by":"publisher","DOI":"10.1021\/la035812y","type":"journal-article"},{"key":"8h2w-vhcnCc5R1","doi-asserted-by":"publisher","DOI":"10.1021\/ja403172p","type":"journal-article"},{"key":"8h2w-vhcnCc6R1","doi-asserted-by":"publisher","DOI":"10.1039\/c3sm27620a","type":"journal-article"},{"key":"8h2w-vhcnCc7R1","doi-asserted-by":"publisher","DOI":"10.1016\/0021-9797(83)90027-9","type":"journal-article"},{"key":"8h2w-vhcnCc8R1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-020-2718-6","type":"journal-article"},{"key":"8h2w-vhcnCc9R1","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.adv2216","type":"journal-article"},{"key":"8h2w-vhcnCc10R1","doi-asserted-by":"publisher","DOI":"10.1021\/jp054153q","type":"journal-article"},{"key":"8h2w-vhcnCc11R1","doi-asserted-by":"publisher","DOI":"10.1021\/nn100869j","type":"journal-article"},{"key":"8h2w-vhcnCc12R1","doi-asserted-by":"publisher","DOI":"10.1021\/nn202227f","type":"journal-article"},{"key":"8h2w-vhcnCc13R1","doi-asserted-by":"publisher","DOI":"10.1039\/C5FD00115C","type":"journal-article"},{"key":"8h2w-vhcnCc14R1","doi-asserted-by":"publisher","DOI":"10.1039\/C9CP01088B","type":"journal-article"},{"key":"8h2w-vhcnCc15R1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cocis.2018.10.008","type":"journal-article"},{"key":"8h2w-vhcnCc16R1","doi-asserted-by":"publisher","DOI":"10.1063\/1.5094554","type":"journal-article"},{"key":"8h2w-vhcnCc17R1","doi-asserted-by":"publisher","DOI":"10.1038\/nature11591","type":"journal-article"},{"key":"8h2w-vhcnCc18R1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-conmatphys-031214-014710","type":"journal-article"},{"key":"8h2w-vhcnCc19R1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-chembioeng-101121-084939","type":"journal-article"},{"key":"8h2w-vhcnCc20R1","doi-asserted-by":"publisher","DOI":"10.1088\/0034-4885\/76\/12\/126601","type":"journal-article"},{"key":"8h2w-vhcnCc21R1","doi-asserted-by":"publisher","DOI":"10.1039\/D0SM01878C","type":"journal-article"},{"key":"8h2w-vhcnCc22R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.113.138301","type":"journal-article"},{"key":"8h2w-vhcnCc23R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.67.398","type":"journal-article"},{"key":"8h2w-vhcnCc24R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevA.45.8617","type":"journal-article"},{"key":"8h2w-vhcnCc25R1","unstructured":"Z. Sherman, Self-assembly and dynamics of colloidal dispersions in steady and time-varying external fields, Ph.D. thesis, Massachusetts Institute of Technology, Department of Chemical Engineering, 2019.","type":"other"},{"key":"8h2w-vhcnCc26R1","doi-asserted-by":"publisher","DOI":"10.1002\/anie.201409878","type":"journal-article"},{"key":"8h2w-vhcnCc27R1","doi-asserted-by":"publisher","DOI":"10.1021\/la960104g","type":"journal-article"},{"key":"8h2w-vhcnCc28R1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1206915109","type":"journal-article"},{"key":"8h2w-vhcnCc29R1","doi-asserted-by":"publisher","DOI":"10.1021\/acs.langmuir.0c01616","type":"journal-article"},{"key":"8h2w-vhcnCc30R1","doi-asserted-by":"publisher","DOI":"10.1021\/acsnano.6b01050","type":"journal-article"},{"key":"8h2w-vhcnCc31R1","doi-asserted-by":"publisher","DOI":"10.1021\/acsnano.8b08076","type":"journal-article"},{"key":"8h2w-vhcnCc32R1","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6463\/ab062f","type":"journal-article"},{"key":"8h2w-vhcnCc33R1","unstructured":"E. M. Furst, Investigating the Structure of Paramagnetic Aggregates from Colloidal Emulsions-4 (InSPACE-4), NASA Physical Sciences Informatics Data Repository, PSI-177, Version 1 (2025), https:\/\/psi.nasa.gov\/physci\/repo\/data\/investigations\/PSI-177.","type":"dataset"},{"key":"8h2w-vhcnCc34R1","unstructured":"See Supplemental Material at http:\/\/link.aps.org\/supplemental\/10.1103\/8h2w-vhcn for a summary of the InSPACE-4 flight matrix and observation volume, the geomagnetic-field calculation, Helmholtz coil field-distribution calculation, ISS microgravity acceleration estimates, kinetic analyses, and morphological k-means classification procedure, which includes Refs.   [35, 36, 37, 38, 39, 40].","type":"other"},{"key":"8h2w-vhcnCc35R1","unstructured":"K. McPherson, K. Hrovat, E. Kelly, and J. Keller, A Researcher&#39;s Guide to Acceleration Environment (NASA ISS Program Science Office, Johnson Space Center, Houston, 2016), Report No. NP-2015-11-040-JSC, https:\/\/www.nasa.gov\/wp-content\/uploads\/2016\/06\/acceleration-environment-iss-mini-book_detail-508c.pdf.","type":"other"},{"key":"8h2w-vhcnCc36R1","doi-asserted-by":"publisher","DOI":"10.1063\/1.469278","type":"journal-article"},{"key":"8h2w-vhcnCc37R1","doi-asserted-by":"publisher","DOI":"10.1063\/1.4936323","type":"journal-article"},{"key":"8h2w-vhcnCc38R1","volume-title":"Pattern Recognition and Machine Learning","author":"C.\u00a0M. Bishop","year":"2006","type":"book"},{"key":"8h2w-vhcnCc39R1","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-84858-7","type":"book","volume-title":"The Elements of Statistical Learning","author":"T. Hastie","year":"2009"},{"key":"8h2w-vhcnCc40R1","doi-asserted-by":"publisher","DOI":"10.1016\/0377-0427(87)90125-7","type":"journal-article"},{"key":"8h2w-vhcnCc41R1","doi-asserted-by":"publisher","DOI":"10.1063\/1.3525923","type":"journal-article"},{"key":"8h2w-vhcnCc42R1","doi-asserted-by":"publisher","DOI":"10.1122\/8.0001216","type":"journal-article"},{"key":"8h2w-vhcnCc43R1","doi-asserted-by":"publisher","DOI":"10.1122\/8.0001077","type":"journal-article"},{"key":"8h2w-vhcnCc44R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.52.1669","type":"journal-article"},{"key":"8h2w-vhcnCc45R1","doi-asserted-by":"publisher","DOI":"10.1021\/acs.langmuir.4c05270","type":"journal-article"},{"key":"8h2w-vhcnCc46R1","doi-asserted-by":"publisher","DOI":"10.1145\/174462.156635","type":"journal-article"},{"key":"8h2w-vhcnCc47R1","doi-asserted-by":"publisher","DOI":"10.1186\/s12862-018-1305-z","type":"journal-article"},{"key":"8h2w-vhcnCc48R1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tcs.2017.08.014","type":"journal-article"},{"key":"8h2w-vhcnCc49R1","doi-asserted-by":"publisher","DOI":"10.1002\/asmb.2615","type":"journal-article"},{"key":"8h2w-vhcnCc50R1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-3091.2007.00892.x","type":"journal-article"},{"key":"8h2w-vhcnCc51R1","volume-title":"Physical Properties of Crystals: Their Representation by Tensors and Matrices","author":"J.\u00a0F. Nye","year":"1984","type":"book"},{"key":"8h2w-vhcnCc52R1","volume-title":"Classical Electrodynamics","author":"J. D. Jackson","year":"1999","type":"book"},{"key":"8h2w-vhcnCc53R1","volume-title":"Digital Image Processing","author":"R.\u00a0C. Gonzalez","year":"2018","type":"book"},{"key":"8h2w-vhcnCc54R1","doi-asserted-by":"publisher","DOI":"10.1109\/34.765658","type":"journal-article"},{"key":"8h2w-vhcnCc55R1","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2025.e41953","type":"journal-article"},{"key":"8h2w-vhcnCc56R1","doi-asserted-by":"publisher","DOI":"10.1109\/34.85677","type":"journal-article"},{"key":"8h2w-vhcnCc57R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.56.642","type":"journal-article"},{"key":"8h2w-vhcnCc58R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevX.12.041021","type":"journal-article"},{"key":"8h2w-vhcnCc59R1","doi-asserted-by":"publisher","DOI":"10.1039\/D1SM01650D","type":"journal-article"},{"key":"8h2w-vhcnCc60R1","doi-asserted-by":"publisher","DOI":"10.1063\/1.4927563","type":"journal-article"},{"key":"8h2w-vhcnCc61R1","doi-asserted-by":"publisher","DOI":"10.1021\/acs.langmuir.6b00771","type":"journal-article"},{"key":"8h2w-vhcnCc62R1","doi-asserted-by":"publisher","DOI":"10.1021\/acs.langmuir.8b01135","type":"journal-article"},{"key":"8h2w-vhcnCc63R1","doi-asserted-by":"publisher","DOI":"10.1039\/C5SM00185D","type":"journal-article"},{"key":"8h2w-vhcnCc64R1","doi-asserted-by":"publisher","DOI":"10.1016\/S0022-5193(88)80274-1","type":"journal-article"},{"key":"8h2w-vhcnCc65R1","doi-asserted-by":"publisher","DOI":"10.1122\/8.0000823","type":"journal-article"},{"key":"8h2w-vhcnCc66R1","doi-asserted-by":"publisher","DOI":"10.1038\/351553a0","type":"journal-article"},{"key":"8h2w-vhcnCc67R1","doi-asserted-by":"publisher","DOI":"10.1021\/la00017a006","type":"journal-article"},{"key":"8h2w-vhcnCc68R1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02396641","type":"journal-article"},{"key":"8h2w-vhcnCc69R1","doi-asserted-by":"publisher","DOI":"10.1002\/adts.201900118","type":"journal-article"},{"key":"8h2w-vhcnCc70R1","unstructured":"E. M. Furst and R. D. Green, Investigating the structures of paramagnetic aggregates from colloidal emulsions-2 (InSPACE-2), NASA Physical Sciences Informatics Data Repository, PSI-74, Version 4 (2024), https:\/\/psi.nasa.gov\/physci\/repo\/data\/investigations\/PSI-74.","type":"dataset"},{"key":"8h2w-vhcnCc71R1","unstructured":"A. P. Gast and R. D. Green, Investigating the structures of paramagnetic aggregates from colloidal emulsions-1 (InSPACE-1), NASA Physical Sciences Informatics Data Repository, PSI-76, Version 4 (2024), https:\/\/psi.nasa.gov\/physci\/repo\/data\/investigations\/PSI-76.","type":"dataset"},{"key":"8h2w-vhcnCc72R1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.94.138303","type":"journal-article"},{"key":"8h2w-vhcnCc73R1","doi-asserted-by":"publisher","DOI":"10.1016\/0021-9797(92)90165-I","type":"journal-article"},{"key":"8h2w-vhcnCc74R1","doi-asserted-by":"publisher","DOI":"10.1103\/pb3d-yg31","type":"journal-article"},{"key":"8h2w-vhcnCc75R1","doi-asserted-by":"publisher","DOI":"10.1063\/5.0310699","type":"journal-article"},{"key":"8h2w-vhcnCc76R1","doi-asserted-by":"publisher","DOI":"10.1051\/jp2:1994127","type":"journal-article"},{"key":"8h2w-vhcnCc77R1","doi-asserted-by":"publisher","DOI":"10.1080\/14786430600617161","type":"journal-article"},{"key":"8h2w-vhcnCc78R1","doi-asserted-by":"publisher","DOI":"10.1063\/1.464534","type":"journal-article"},{"key":"8h2w-vhcnCc79R1","doi-asserted-by":"publisher","DOI":"10.1122\/8.0001091","type":"journal-article"},{"key":"8h2w-vhcnCc80R1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-fluid-010816-060049","type":"journal-article"}],"container-title":["Physical Review E"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.aps.org\/accepted\/10.1103\/8h2w-vhcn","content-type":"application\/pdf","content-version":"am","intended-application":"unspecified"},{"URL":"https:\/\/link.aps.org\/article\/10.1103\/8h2w-vhcn","content-type":"unspecified","content-version":"vor","intended-application":"syndication"},{"URL":"http:\/\/harvest.aps.org\/v2\/journals\/articles\/10.1103\/8h2w-vhcn\/fulltext","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,8,21]],"date-time":"2026-08-21T12:32:56Z","timestamp":1787315576000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.aps.org\/doi\/10.1103\/8h2w-vhcn"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8,21]]},"references-count":80,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2026,8]]}},"URL":"https:\/\/doi.org\/10.1103\/8h2w-vhcn","relation":{},"ISSN":["2470-0045","2470-0053"],"issn-type":[{"value":"2470-0045","type":"print"},{"value":"2470-0053","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,8,21]]},"assertion":[{"value":"2026-03-31","name":"date_received","label":"Date Received","group":{"name":"publication_dates","label":"Publication dates"}},{"value":"\u00a92026 American Physical Society. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright_statement","label":"Copyright statement","group":{"name":"copyright","label":"copyright"}},{"value":"2026","name":"copyright_year","label":"Copyright year","group":{"name":"copyright","label":"copyright"}},{"value":"American Physical Society","name":"copyright_holder","label":"Copyright holder","group":{"name":"copyright","label":"copyright"}}],"article-number":"025416"}}