{"id":"https://openalex.org/W7133193815","doi":"https://doi.org/10.1016/j.simpa.2026.100822","title":"overhang_surrogates: A Python package for sampling, training and visualising surrogate models for building energy simulations","display_name":"overhang_surrogates: A Python package for sampling, training and visualising surrogate models for building energy simulations","publication_year":2026,"publication_date":"2026-03-02","ids":{"openalex":"https://openalex.org/W7133193815","doi":"https://doi.org/10.1016/j.simpa.2026.100822"},"language":"en","primary_location":{"id":"doi:10.1016/j.simpa.2026.100822","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.simpa.2026.100822","pdf_url":null,"source":{"id":"https://openalex.org/S4210180398","display_name":"Software Impacts","issn_l":"2665-9638","issn":["2665-9638"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Software Impacts","raw_type":"journal-article"},"type":"software-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.simpa.2026.100822","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5127864710","display_name":"Sanja Stevanovi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I1338511612","display_name":"Serbian Academy of Sciences and Arts","ror":"https://ror.org/05m1y4204","country_code":"RS","type":"government","lineage":["https://openalex.org/I1338511612"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Sanja Stevanovi\u0107","raw_affiliation_strings":["Mathematical Institute of the Serbian Academy of Science and Arts, Kneza Mihaila 36, Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0001-7723-3417","affiliations":[{"raw_affiliation_string":"Mathematical Institute of the Serbian Academy of Science and Arts, Kneza Mihaila 36, Belgrade, Serbia","institution_ids":["https://openalex.org/I1338511612"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091241188","display_name":"Dragan Stevanovi\u0107","orcid":"https://orcid.org/0000-0003-2908-305X"},"institutions":[{"id":"https://openalex.org/I179311214","display_name":"Gulf University for Science & Technology","ror":"https://ror.org/04d9rzd67","country_code":"KW","type":"education","lineage":["https://openalex.org/I179311214"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Dragan Stevanovi\u0107","raw_affiliation_strings":["Abdullah Al Salem University, Firdous street, Block 3, Khaldiya, Kuwait"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Abdullah Al Salem University, Firdous street, Block 3, Khaldiya, Kuwait","institution_ids":["https://openalex.org/I179311214"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5127864710"],"corresponding_institution_ids":["https://openalex.org/I1338511612"],"apc_list":{"value":260,"currency":"USD","value_usd":260},"apc_paid":{"value":260,"currency":"USD","value_usd":260},"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":null,"first_page":"100822","last_page":"100822"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.2632000148296356,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.2632000148296356,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.10450000315904617,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13286","display_name":"Modeling and Simulation Systems","score":0.06449999660253525,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.9477999806404114},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7028999924659729},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5685999989509583},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.529699981212616},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4733999967575073},{"id":"https://openalex.org/keywords/building-energy-simulation","display_name":"Building energy simulation","score":0.44749999046325684},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.38440001010894775},{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.38339999318122864}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.9477999806404114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.744700014591217},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7028999924659729},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.5828999876976013},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5685999989509583},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.529699981212616},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4733999967575073},{"id":"https://openalex.org/C2776409380","wikidata":"https://www.wikidata.org/wiki/Q18205688","display_name":"Building energy simulation","level":4,"score":0.44749999046325684},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.38440001010894775},{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.38339999318122864},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3788999915122986},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.37770000100135803},{"id":"https://openalex.org/C3020440742","wikidata":"https://www.wikidata.org/wiki/Q1176855","display_name":"Software package","level":3,"score":0.36390000581741333},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.36340001225471497},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34529998898506165},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.3370000123977661},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.3086000084877014},{"id":"https://openalex.org/C189474733","wikidata":"https://www.wikidata.org/wiki/Q917912","display_name":"Model building","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.27889999747276306},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.27230000495910645},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.27090001106262207},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.2653999924659729},{"id":"https://openalex.org/C99613125","wikidata":"https://www.wikidata.org/wiki/Q165194","display_name":"Application programming interface","level":2,"score":0.26409998536109924},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2637999951839447},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2630000114440918},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.25769999623298645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.simpa.2026.100822","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.simpa.2026.100822","pdf_url":null,"source":{"id":"https://openalex.org/S4210180398","display_name":"Software Impacts","issn_l":"2665-9638","issn":["2665-9638"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Software Impacts","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.simpa.2026.100822","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.simpa.2026.100822","pdf_url":null,"source":{"id":"https://openalex.org/S4210180398","display_name":"Software Impacts","issn_l":"2665-9638","issn":["2665-9638"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Software Impacts","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7979408502578735}],"awards":[],"funders":[{"id":"https://openalex.org/F4320329307","display_name":"Science Fund of the Republic of Serbia","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2169092059","https://openalex.org/W2891193639","https://openalex.org/W2918881096","https://openalex.org/W3150635270","https://openalex.org/W4403759067"],"related_works":[],"abstract_inverted_index":{"We":[0],"present":[1],"overhang_surrogates":[2],",":[3],"a":[4,23,45,58],"lightweight":[5],"Python":[6,24,102],"package":[7,74,103],"that":[8],"streamlines":[9],"surrogate-model":[10],"workflows":[11,106],"for":[12,48,95,104,125],"building-energy":[13],"studies.":[14],"It":[15],"provides":[16],"space-filling":[17,113],"Monte":[18],"Carlo":[19],"sampling":[20,114,121],"utilities":[21],"including":[22],"reimplementation":[25],"of":[26],"the":[27,73,79],"MIPT":[28,112],"sampler":[29],"with":[30,115],"incremental":[31,116],"extension,":[32],"helpers":[33],"to":[34,81,139],"build":[35],"batched":[36,66],"building":[37,108],"energy":[38],"model":[39],"samples":[40],"and":[41,54,57,71,77,83,93,98,122,132],"run":[42],"EnergyPlus":[43,120],"simulations,":[44],"simple":[46],"interface":[47],"k":[49],"-fold":[50],"cross-validated":[51],"XGBoost":[52,130],"ensembles":[53,131],"grid":[55,133],"predictions,":[56],"vedo-based":[59],"3D":[60,142],"plotting":[61],"helper.":[62],"By":[63],"automating":[64],"sampling,":[65],"simulation,":[67],"ensemble":[68],"training,":[69],"prediction":[70,134],"visualization,":[72],"shortens":[75],"time-to-prototype":[76],"lowers":[78],"barrier":[80],"reproduce":[82],"extend":[84],"simulation":[85,123],"driven":[86],"surrogate":[87,105],"experiments.":[88],"The":[89],"software":[90],"is":[91],"open-source":[92],"designed":[94],"easy":[96],"reuse":[97],"extension.":[99,117],"\u2022":[100,110,118,128,136],"Lightweight":[101],"in":[107],"energy.":[109],"Implements":[111],"Batch":[119],"helper":[124,138],"rapid":[126],"prototyping.":[127],"Cross-validated":[129],"interface.":[135],"Vedo-based":[137],"make":[140],"publication-quality":[141],"diagrams":[143],"easily.":[144]},"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2026-03-03T00:00:00"}