{"id":"https://openalex.org/W7160057940","doi":"https://doi.org/10.48550/arxiv.2605.00177","title":"FieryGS: In-the-Wild Fire Synthesis with Physics-Integrated Gaussian Splatting","display_name":"FieryGS: In-the-Wild Fire Synthesis with Physics-Integrated Gaussian Splatting","publication_year":2026,"publication_date":"2026-04-30","ids":{"openalex":"https://openalex.org/W7160057940","doi":"https://doi.org/10.48550/arxiv.2605.00177"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.00177","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.00177","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.00177","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5135263177","display_name":"Qianfan Shen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shen, Qianfan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031633092","display_name":"N. Tao","orcid":"https://orcid.org/0009-0004-3616-4776"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tao, Ningxiao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135194975","display_name":"Qiyu Dai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dai, Qiyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053681778","display_name":"Tianle Chen","orcid":"https://orcid.org/0000-0002-8569-1079"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Tianle","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135274900","display_name":"Minghan Qin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qin, Minghan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135226415","display_name":"Yongjie Zhang","orcid":"https://orcid.org/0009-0004-4919-5862"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Yongjie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135245603","display_name":"Mengyu Chu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chu, Mengyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135172424","display_name":"Wenzheng Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Wenzheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5135241239","display_name":"Baoquan Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Baoquan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.6373999714851379,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.6373999714851379,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.14730000495910645,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10789","display_name":"Interactive and Immersive Displays","score":0.024800000712275505,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/rendering","display_name":"Rendering (computer graphics)","score":0.5379999876022339},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4578000009059906},{"id":"https://openalex.org/keywords/combustion","display_name":"Combustion","score":0.45260000228881836},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.4228000044822693},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.38769999146461487},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.3630000054836273},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.34470000863075256},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.3368000090122223}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7601000070571899},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.5379999876022339},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4578000009059906},{"id":"https://openalex.org/C105923489","wikidata":"https://www.wikidata.org/wiki/Q133235","display_name":"Combustion","level":2,"score":0.45260000228881836},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.4228000044822693},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4212999939918518},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.38769999146461487},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3630000054836273},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.34470000863075256},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.3368000090122223},{"id":"https://openalex.org/C131979681","wikidata":"https://www.wikidata.org/wiki/Q1899648","display_name":"Point cloud","level":2,"score":0.3230000138282776},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.30959999561309814},{"id":"https://openalex.org/C89720835","wikidata":"https://www.wikidata.org/wiki/Q1531701","display_name":"Global illumination","level":3,"score":0.3068000078201294},{"id":"https://openalex.org/C159063594","wikidata":"https://www.wikidata.org/wiki/Q248382","display_name":"Ignition system","level":2,"score":0.30230000615119934},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C2776449333","wikidata":"https://www.wikidata.org/wiki/Q7928781","display_name":"View synthesis","level":3,"score":0.2913999855518341},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.28220000863075256},{"id":"https://openalex.org/C129315195","wikidata":"https://www.wikidata.org/wiki/Q1121886","display_name":"Compositing","level":3,"score":0.2809000015258789},{"id":"https://openalex.org/C58874564","wikidata":"https://www.wikidata.org/wiki/Q130768","display_name":"Smoke","level":2,"score":0.28040000796318054},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.27549999952316284},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.2646999955177307},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.25429999828338623}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.00177","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.00177","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.00177","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.00177","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"We":[0],"consider":[1],"the":[2,39,82],"problem":[3],"of":[4],"synthesizing":[5],"photorealistic,":[6],"physically":[7],"plausible":[8],"combustion":[9,77,108,148,172],"effects":[10,24],"in":[11,186],"in-the-wild":[12],"3D":[13,47],"scenes.":[14,91],"Traditional":[15],"CFD":[16],"and":[17,32,75,79,110,117,125,131,142,156,170,178,191],"graphics":[18],"pipelines":[19],"can":[20,195],"produce":[21],"realistic":[22,86],"fire":[23,87,116,136,165],"but":[25],"rely":[26],"on":[27,175],"handcrafted":[28],"geometry,":[29],"expert-tuned":[30],"parameters,":[31],"labor-intensive":[33],"workflows,":[34],"limiting":[35],"their":[36],"scalability":[37],"to":[38],"real":[40,90],"world.":[41],"Recent":[42],"scene":[43,54,140],"modeling":[44],"advances":[45],"like":[46],"Gaussian":[48],"Splatting":[49],"(3DGS)":[50],"enable":[51],"high-fidelity":[52],"real-world":[53],"reconstruction,":[55,121],"yet":[56],"lack":[57],"physical":[58,102,122,189],"grounding":[59],"for":[60,89,115],"combustion.":[61],"To":[62],"bridge":[63],"this":[64],"gap,":[65],"we":[66],"propose":[67],"FieryGS,":[68],"a":[69,112],"physically-based":[70],"framework":[71,145],"that":[72],"integrates":[73],"physically-accurate":[74],"user-controllable":[76],"simulation":[78],"rendering":[80],"within":[81],"3DGS":[83],"pipeline,":[84],"enabling":[85],"synthesis":[88],"Our":[92,144],"approach":[93],"tightly":[94],"couples":[95],"three":[96],"key":[97],"modules:":[98],"(1)":[99],"multimodal":[100],"large-language-model-based":[101],"material":[103],"reasoning,":[104,123],"(2)":[105],"efficient":[106],"volumetric":[107],"simulation,":[109,124],"(3)":[111],"unified":[113],"renderer":[114],"3DGS.":[118],"By":[119],"unifying":[120],"rendering,":[126],"FieryGS":[127,181],"removes":[128],"manual":[129],"tuning":[130],"automatically":[132],"generates":[133],"realistic,":[134],"controllable":[135],"dynamics":[137],"consistent":[138],"with":[139,160],"geometry":[141],"materials.":[143],"supports":[146],"complex":[147],"phenomena":[149],"--":[150,159],"including":[151],"flame":[152],"propagation,":[153],"smoke":[154],"dispersion,":[155],"surface":[157],"carbonization":[158],"precise":[161],"user":[162],"control":[163],"over":[164],"intensity,":[166],"airflow,":[167],"ignition":[168],"location":[169],"other":[171],"parameters.":[173],"Evaluated":[174],"diverse":[176],"indoor":[177],"outdoor":[179],"scenes,":[180],"outperforms":[182],"all":[183],"comparative":[184],"baselines":[185],"visual":[187],"realism,":[188],"fidelity,":[190],"controllability.":[192],"Project":[193],"page":[194],"be":[196],"found":[197],"at":[198],"https://pku-vcl-geometry.github.io/FieryGS/.":[199]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-05T00:00:00"}