{"id":"https://openalex.org/W7213315705","doi":"https://doi.org/10.2139/ssrn.7471156","title":"Network-Based Coarse-Graining of Colloidal Gels for Predictive Rheology in Cementitious and Clay Materials","display_name":"Network-Based Coarse-Graining of Colloidal Gels for Predictive Rheology in Cementitious and Clay Materials","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7213315705","doi":"https://doi.org/10.2139/ssrn.7471156"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.7471156","doi":"https://doi.org/10.2139/ssrn.7471156","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.7471156","pdf_url":"https://papers.ssrn.com/sol3/Delivery.cfm/467ae279-836c-45dd-b01f-8d349f098bf3-MECA.pdf?abstractid=7471156&mirid=1","source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://papers.ssrn.com/sol3/Delivery.cfm/467ae279-836c-45dd-b01f-8d349f098bf3-MECA.pdf?abstractid=7471156&mirid=1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056233698","display_name":"Deepak Mangal","orcid":"https://orcid.org/0000-0003-4458-9964","observed_orcids":["https://orcid.org/0000-0003-4458-9964"]},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deepak Mangal","raw_affiliation_strings":["Northeastern University (USA), 220 B RP, Boston, MA 02115, United States"],"raw_orcid":"https://orcid.org/0000-0003-4458-9964","affiliations":[{"raw_affiliation_string":"Northeastern University (USA), 220 B RP, Boston, MA 02115, United States","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091378889","display_name":"Robert A. Campbell","orcid":"https://orcid.org/0000-0003-0027-694X","observed_orcids":["https://orcid.org/0000-0003-0027-694X"]},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert  A. Campbell","raw_affiliation_strings":["Northeastern University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028560249","display_name":"Emanuela Del Gado","orcid":"https://orcid.org/0000-0002-8340-0290","observed_orcids":["https://orcid.org/0000-0002-8340-0290"]},"institutions":[{"id":"https://openalex.org/I184565670","display_name":"Georgetown University","ror":"https://ror.org/05vzafd60","country_code":"US","type":"education","lineage":["https://openalex.org/I184565670"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emanuela Del Gado","raw_affiliation_strings":["Georgetown University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgetown University","institution_ids":["https://openalex.org/I184565670"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055980067","display_name":"Safa Jamali","orcid":"https://orcid.org/0000-0001-6031-3779","observed_orcids":["https://orcid.org/0000-0001-6031-3779"]},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Safa Jamali","raw_affiliation_strings":["Northeastern University (USA), 220 B RP, Boston, MA 02115, United States"],"raw_orcid":"https://orcid.org/0000-0001-6031-3779","affiliations":[{"raw_affiliation_string":"Northeastern University (USA), 220 B RP, Boston, MA 02115, United States","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5055980067"],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11379","display_name":"Rheology and Fluid Dynamics Studies","score":0.7886000275611877,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11379","display_name":"Rheology and Fluid Dynamics Studies","score":0.7886000275611877,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10474","display_name":"Material Dynamics and Properties","score":0.04129999876022339,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10233","display_name":"Geotechnical Engineering and Soil Mechanics","score":0.02250000089406967,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/colloidal-gels","display_name":"colloidal gels","score":0.9559999704360962},{"id":"https://openalex.org/keywords/coarse-graining","display_name":"coarse-graining","score":0.9779999852180481},{"id":"https://openalex.org/keywords/gel-rheology","display_name":"gel rheology","score":0.7889999747276306},{"id":"https://openalex.org/keywords/network-topology","display_name":"network topology","score":0.7860000133514404},{"id":"https://openalex.org/keywords/gaussian-mixture-model-clustering","display_name":"Gaussian mixture model clustering","score":0.7490000128746033},{"id":"https://openalex.org/keywords/intercluster-interactions","display_name":"cluster-cluster interactions","score":0.6949999928474426},{"id":"https://openalex.org/keywords/nanoparticle-precipitation","display_name":"nanoparticle precipitation","score":0.6579999923706055},{"id":"https://openalex.org/keywords/aggregate-growth","display_name":"aggregate growth","score":0.8569999933242798},{"id":"https://openalex.org/keywords/cementitious-materials","display_name":"cementitious materials","score":0.8240000009536743},{"id":"https://openalex.org/keywords/clay","display_name":"clay","score":0.8989999890327454},{"id":"https://openalex.org/keywords/oscillatory-shear","display_name":"oscillatory shear","score":0.7590000033378601},{"id":"https://openalex.org/keywords/steady-shear","display_name":"steady shear flow","score":0.8830000162124634},{"id":"https://openalex.org/keywords/mesoscale-structure","display_name":"mesoscale structure","score":0.6349999904632568},{"id":"https://openalex.org/keywords/micromechanical-modeling","display_name":"micromechanical modeling","score":0.8100000023841858}],"concepts":[{"id":"https://openalex.org/C200990466","wikidata":"https://www.wikidata.org/wiki/Q271707","display_name":"Rheology","level":2,"score":0.8840000033378601},{"id":"https://openalex.org/C40382383","wikidata":"https://www.wikidata.org/wiki/Q2399824","display_name":"Mesoscale meteorology","level":2,"score":0.7175999879837036},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.6704999804496765},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.5722000002861023},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5662000179290771},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5522000193595886},{"id":"https://openalex.org/C141123601","wikidata":"https://www.wikidata.org/wiki/Q6935072","display_name":"Multiscale modeling","level":2,"score":0.5332000255584717},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5184000134468079},{"id":"https://openalex.org/C59789625","wikidata":"https://www.wikidata.org/wiki/Q181780","display_name":"Colloid","level":2,"score":0.4893999993801117},{"id":"https://openalex.org/C2778517922","wikidata":"https://www.wikidata.org/wiki/Q7140482","display_name":"Particle (ecology)","level":2,"score":0.474700003862381},{"id":"https://openalex.org/C2779666059","wikidata":"https://www.wikidata.org/wiki/Q45190","display_name":"Cementitious","level":3,"score":0.44940000772476196},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.4375999867916107},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.4154999852180481},{"id":"https://openalex.org/C155672457","wikidata":"https://www.wikidata.org/wiki/Q61231","display_name":"Nanoparticle","level":2,"score":0.39730000495910645},{"id":"https://openalex.org/C129955480","wikidata":"https://www.wikidata.org/wiki/Q1257738","display_name":"Agglomerate","level":2,"score":0.3921000063419342},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3856000006198883},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.3662000000476837},{"id":"https://openalex.org/C177562468","wikidata":"https://www.wikidata.org/wiki/Q182893","display_name":"Dispersion (optics)","level":2,"score":0.36570000648498535},{"id":"https://openalex.org/C119887631","wikidata":"https://www.wikidata.org/wiki/Q3074478","display_name":"Complex fluid","level":2,"score":0.36419999599456787},{"id":"https://openalex.org/C31266012","wikidata":"https://www.wikidata.org/wiki/Q6554340","display_name":"Linkage (software)","level":3,"score":0.3540000021457672},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.3321000039577484},{"id":"https://openalex.org/C186541917","wikidata":"https://www.wikidata.org/wiki/Q910483","display_name":"Viscoelasticity","level":2,"score":0.3294999897480011},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.3264999985694885},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3188999891281128},{"id":"https://openalex.org/C197445215","wikidata":"https://www.wikidata.org/wiki/Q7140503","display_name":"Colloidal particle","level":3,"score":0.31779998540878296},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.31439998745918274},{"id":"https://openalex.org/C159467904","wikidata":"https://www.wikidata.org/wiki/Q2001702","display_name":"Chemical physics","level":1,"score":0.29910001158714294},{"id":"https://openalex.org/C105569014","wikidata":"https://www.wikidata.org/wiki/Q3271208","display_name":"Porous medium","level":3,"score":0.29670000076293945},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29260000586509705},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.28679999709129333},{"id":"https://openalex.org/C187530423","wikidata":"https://www.wikidata.org/wiki/Q7140503","display_name":"Particle size","level":2,"score":0.28220000863075256},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.2667999863624573},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.258899986743927},{"id":"https://openalex.org/C2780457167","wikidata":"https://www.wikidata.org/wiki/Q17156484","display_name":"Percolation (cognitive psychology)","level":2,"score":0.2578999996185303},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.25440001487731934},{"id":"https://openalex.org/C82558694","wikidata":"https://www.wikidata.org/wiki/Q1545619","display_name":"Aspect ratio (aeronautics)","level":2,"score":0.2515000104904175}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2139/ssrn.7471156","doi":"https://doi.org/10.2139/ssrn.7471156","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.7471156","pdf_url":"https://papers.ssrn.com/sol3/Delivery.cfm/467ae279-836c-45dd-b01f-8d349f098bf3-MECA.pdf?abstractid=7471156&mirid=1","source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.7471156","doi":"https://doi.org/10.2139/ssrn.7471156","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.7471156","pdf_url":"https://papers.ssrn.com/sol3/Delivery.cfm/467ae279-836c-45dd-b01f-8d349f098bf3-MECA.pdf?abstractid=7471156&mirid=1","source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1959766091","display_name":null,"funder_award_id":"CBET-2118962","funder_id":"https://openalex.org/F4320337390","funder_display_name":"Division of Chemical, Bioengineering, Environmental, and Transport Systems"},{"id":"https://openalex.org/G6454158638","display_name":"Collaborative Research: Visualizing statistical force networks in colloidal materials far-from-equilibrium","funder_award_id":"2104869","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G699359967","display_name":"Collaborative Research: DMREF: Rheostructurally-informed Neural Networks for geopolymer material design","funder_award_id":"2118962","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337390","display_name":"Division of Chemical, Bioengineering, Environmental, and Transport Systems","ror":"https://ror.org/0471zv972"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7213315705.pdf","grobid_xml":"https://content.openalex.org/works/W7213315705.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W626981428","https://openalex.org/W1992611997","https://openalex.org/W2033954828","https://openalex.org/W2046733914","https://openalex.org/W2054828583","https://openalex.org/W2081680497","https://openalex.org/W2096622435","https://openalex.org/W2101238917","https://openalex.org/W2119022360","https://openalex.org/W2122667215","https://openalex.org/W2137802364","https://openalex.org/W2256796438","https://openalex.org/W2321627145","https://openalex.org/W2468721924","https://openalex.org/W2549044203","https://openalex.org/W2750697328","https://openalex.org/W2883635785","https://openalex.org/W2945696174","https://openalex.org/W2968077817","https://openalex.org/W3036893253","https://openalex.org/W3130138864","https://openalex.org/W3178472632","https://openalex.org/W3210841938","https://openalex.org/W3214860536","https://openalex.org/W4205192332","https://openalex.org/W4225012755","https://openalex.org/W4281728428","https://openalex.org/W4289443418","https://openalex.org/W4368373889","https://openalex.org/W4386155109","https://openalex.org/W4390616881","https://openalex.org/W4402713908"],"related_works":["https://openalex.org/W2043215782","https://openalex.org/W136812951","https://openalex.org/W2740305034","https://openalex.org/W7030188986","https://openalex.org/W4415957813","https://openalex.org/W4390706673","https://openalex.org/W4396857179","https://openalex.org/W1792281394","https://openalex.org/W4323839897","https://openalex.org/W7221382856"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-09-16T00:00:00"}