Accurate melting point prediction through autonomous physics-informed learning

Saved in:
Bibliographic Details
Published in:Physical review. B 2023-11, Vol.108 (18), Article 184103
Main Authors: Klimanova, Olga, Miryashkin, Timofei, Shapeev, Alexander
Format: Article
Language:English
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c164t-549bcc790dbbea94832c41ac5707ed65afc24624d606d1f1c2e4581b0a8048413
cites cdi_FETCH-LOGICAL-c164t-549bcc790dbbea94832c41ac5707ed65afc24624d606d1f1c2e4581b0a8048413
container_end_page
container_issue 18
container_start_page
container_title Physical review. B
container_volume 108
creator Klimanova, Olga
Miryashkin, Timofei
Shapeev, Alexander
description
doi_str_mv 10.1103/PhysRevB.108.184103
format article
fullrecord <record><control><sourceid>crossref</sourceid><recordid>TN_cdi_crossref_primary_10_1103_PhysRevB_108_184103</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>10_1103_PhysRevB_108_184103</sourcerecordid><originalsourceid>FETCH-LOGICAL-c164t-549bcc790dbbea94832c41ac5707ed65afc24624d606d1f1c2e4581b0a8048413</originalsourceid><addsrcrecordid>eNo9kN1KxDAQhYMouKz7BN7kBVonbZoml-viHywqotclTdJtpE1Kkgr79lZWvTrDgTNz5kPomkBOCJQ3r_0xvpmv25wAzwmni3eGVgVlIhOCifP_uYJLtInxEwAIA1GDWKHnrVJzkMng0QzJugOevHUJT8Foq5L1Dqc--PnQYzkn7_zo54in5aRVMbOu82E0Gg9GBrekr9BFJ4doNr-6Rh_3d--7x2z_8vC02-4zRRhNWUVFq1QtQLetkYLyslCUSFXVUBvNKtmppXNBNQOmSUdUYWjFSQuSA10-LNeoPO1VwccYTNdMwY4yHBsCzQ-V5o_KYvDmRKX8BiyEWQk</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Accurate melting point prediction through autonomous physics-informed learning</title><source>American Physical Society:Jisc Collections:APS Read and Publish 2023-2025 (reading list)</source><creator>Klimanova, Olga ; Miryashkin, Timofei ; Shapeev, Alexander</creator><creatorcontrib>Klimanova, Olga ; Miryashkin, Timofei ; Shapeev, Alexander</creatorcontrib><identifier>ISSN: 2469-9950</identifier><identifier>EISSN: 2469-9969</identifier><identifier>DOI: 10.1103/PhysRevB.108.184103</identifier><language>eng</language><ispartof>Physical review. B, 2023-11, Vol.108 (18), Article 184103</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c164t-549bcc790dbbea94832c41ac5707ed65afc24624d606d1f1c2e4581b0a8048413</citedby><cites>FETCH-LOGICAL-c164t-549bcc790dbbea94832c41ac5707ed65afc24624d606d1f1c2e4581b0a8048413</cites><orcidid>0009-0001-7685-4876 ; 0000-0002-7497-5594 ; 0000-0001-7510-8305</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27923,27924</link.rule.ids></links><search><creatorcontrib>Klimanova, Olga</creatorcontrib><creatorcontrib>Miryashkin, Timofei</creatorcontrib><creatorcontrib>Shapeev, Alexander</creatorcontrib><title>Accurate melting point prediction through autonomous physics-informed learning</title><title>Physical review. B</title><issn>2469-9950</issn><issn>2469-9969</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNo9kN1KxDAQhYMouKz7BN7kBVonbZoml-viHywqotclTdJtpE1Kkgr79lZWvTrDgTNz5kPomkBOCJQ3r_0xvpmv25wAzwmni3eGVgVlIhOCifP_uYJLtInxEwAIA1GDWKHnrVJzkMng0QzJugOevHUJT8Foq5L1Dqc--PnQYzkn7_zo54in5aRVMbOu82E0Gg9GBrekr9BFJ4doNr-6Rh_3d--7x2z_8vC02-4zRRhNWUVFq1QtQLetkYLyslCUSFXVUBvNKtmppXNBNQOmSUdUYWjFSQuSA10-LNeoPO1VwccYTNdMwY4yHBsCzQ-V5o_KYvDmRKX8BiyEWQk</recordid><startdate>202311</startdate><enddate>202311</enddate><creator>Klimanova, Olga</creator><creator>Miryashkin, Timofei</creator><creator>Shapeev, Alexander</creator><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0009-0001-7685-4876</orcidid><orcidid>https://orcid.org/0000-0002-7497-5594</orcidid><orcidid>https://orcid.org/0000-0001-7510-8305</orcidid></search><sort><creationdate>202311</creationdate><title>Accurate melting point prediction through autonomous physics-informed learning</title><author>Klimanova, Olga ; Miryashkin, Timofei ; Shapeev, Alexander</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c164t-549bcc790dbbea94832c41ac5707ed65afc24624d606d1f1c2e4581b0a8048413</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Klimanova, Olga</creatorcontrib><creatorcontrib>Miryashkin, Timofei</creatorcontrib><creatorcontrib>Shapeev, Alexander</creatorcontrib><collection>CrossRef</collection><jtitle>Physical review. B</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Klimanova, Olga</au><au>Miryashkin, Timofei</au><au>Shapeev, Alexander</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Accurate melting point prediction through autonomous physics-informed learning</atitle><jtitle>Physical review. B</jtitle><date>2023-11</date><risdate>2023</risdate><volume>108</volume><issue>18</issue><artnum>184103</artnum><issn>2469-9950</issn><eissn>2469-9969</eissn><doi>10.1103/PhysRevB.108.184103</doi><orcidid>https://orcid.org/0009-0001-7685-4876</orcidid><orcidid>https://orcid.org/0000-0002-7497-5594</orcidid><orcidid>https://orcid.org/0000-0001-7510-8305</orcidid></addata></record>
fulltext fulltext
identifier ISSN: 2469-9950
ispartof Physical review. B, 2023-11, Vol.108 (18), Article 184103
issn 2469-9950
2469-9969
language eng
recordid cdi_crossref_primary_10_1103_PhysRevB_108_184103
source American Physical Society:Jisc Collections:APS Read and Publish 2023-2025 (reading list)
title Accurate melting point prediction through autonomous physics-informed learning
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-08T17%3A16%3A07IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-crossref&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Accurate%20melting%20point%20prediction%20through%20autonomous%20physics-informed%20learning&rft.jtitle=Physical%20review.%20B&rft.au=Klimanova,%20Olga&rft.date=2023-11&rft.volume=108&rft.issue=18&rft.artnum=184103&rft.issn=2469-9950&rft.eissn=2469-9969&rft_id=info:doi/10.1103/PhysRevB.108.184103&rft_dat=%3Ccrossref%3E10_1103_PhysRevB_108_184103%3C/crossref%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c164t-549bcc790dbbea94832c41ac5707ed65afc24624d606d1f1c2e4581b0a8048413%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true