{"id":"https://openalex.org/W1966543166","doi":"https://doi.org/10.1017/s0890060400000718","title":"Discovery of physical principles from design experiences","display_name":"Discovery of physical principles from design experiences","publication_year":1994,"publication_date":"1994-01-01","ids":{"openalex":"https://openalex.org/W1966543166","doi":"https://doi.org/10.1017/s0890060400000718","mag":"1966543166"},"language":"en","primary_location":{"id":"doi:10.1017/s0890060400000718","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s0890060400000718","pdf_url":null,"source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074818899","display_name":"Sambasiva R. Bhatta","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sambasiva R. Bhatta","raw_affiliation_strings":["College of Computing, Georgia Institute of Technology, Atlanta, GA 30332\u20130280","College of Computing, Georgia Institute of Technology, Atlanta, GA 30332-0280#TAB#"],"affiliations":[{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, GA 30332\u20130280","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, GA 30332-0280#TAB#","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007028896","display_name":"Ashok K. Goel","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashok K. Goel","raw_affiliation_strings":["College of Computing, Georgia Institute of Technology, Atlanta, GA 30332\u20130280","College of Computing, Georgia Institute of Technology, Atlanta, GA 30332-0280#TAB#"],"affiliations":[{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, GA 30332\u20130280","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, GA 30332-0280#TAB#","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5074818899"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":3.7384,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.91223757,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"8","issue":"2","first_page":"113","last_page":"123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"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/T10260","display_name":"Software Engineering Research","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9896000027656555,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.7901350259780884},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6772159934043884},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.64393150806427},{"id":"https://openalex.org/keywords/semantic-reasoner","display_name":"Semantic reasoner","score":0.5803346037864685},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5493698120117188},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5226042866706848},{"id":"https://openalex.org/keywords/argument","display_name":"Argument (complex analysis)","score":0.49641114473342896},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.45484742522239685},{"id":"https://openalex.org/keywords/typology","display_name":"Typology","score":0.43713611364364624},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4365324378013611},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.33570635318756104},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.18135932087898254},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1740863025188446},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14720872044563293},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07440653443336487}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7901350259780884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6772159934043884},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.64393150806427},{"id":"https://openalex.org/C9616225","wikidata":"https://www.wikidata.org/wiki/Q3929429","display_name":"Semantic reasoner","level":2,"score":0.5803346037864685},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5493698120117188},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5226042866706848},{"id":"https://openalex.org/C98184364","wikidata":"https://www.wikidata.org/wiki/Q1780131","display_name":"Argument (complex analysis)","level":2,"score":0.49641114473342896},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.45484742522239685},{"id":"https://openalex.org/C75795011","wikidata":"https://www.wikidata.org/wiki/Q917904","display_name":"Typology","level":2,"score":0.43713611364364624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4365324378013611},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.33570635318756104},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.18135932087898254},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1740863025188446},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14720872044563293},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07440653443336487},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1017/s0890060400000718","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s0890060400000718","pdf_url":null,"source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.43.5989","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.5989","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ftp://ftp.cc.gatech.edu/pub/ai/goel/bhatta/dp-aiedam94.ps","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W25562283","https://openalex.org/W152038559","https://openalex.org/W186532193","https://openalex.org/W1486861730","https://openalex.org/W1497390930","https://openalex.org/W1521484532","https://openalex.org/W1563716826","https://openalex.org/W1596324102","https://openalex.org/W1988757393","https://openalex.org/W2003321567","https://openalex.org/W2026161499","https://openalex.org/W2029048554","https://openalex.org/W2035857727","https://openalex.org/W2066973363","https://openalex.org/W2094848746","https://openalex.org/W2101602574","https://openalex.org/W2131370811","https://openalex.org/W2137665890","https://openalex.org/W2176634257","https://openalex.org/W2180885055","https://openalex.org/W2316166351","https://openalex.org/W2476622926","https://openalex.org/W2479868023","https://openalex.org/W2482569162","https://openalex.org/W2897723746","https://openalex.org/W4233691971","https://openalex.org/W4235480411","https://openalex.org/W4248308907","https://openalex.org/W4250426676","https://openalex.org/W4255538665","https://openalex.org/W4285719527","https://openalex.org/W6607509130","https://openalex.org/W6680753811"],"related_works":["https://openalex.org/W2241143171","https://openalex.org/W3212604275","https://openalex.org/W4210715198","https://openalex.org/W4298181027","https://openalex.org/W335786557","https://openalex.org/W654341863","https://openalex.org/W4300523141","https://openalex.org/W2952214616","https://openalex.org/W2004511325","https://openalex.org/W4206522527"],"abstract_inverted_index":{"Abstract":[0],"One":[1],"method":[2,16,195],"for":[3,17,64],"making":[4],"analogies":[5],"is":[6,23],"to":[7,24,107,114,119,171,185,196],"access":[8],"and":[9,14,116,142,187],"instantiate":[10],"abstract":[11,21],"domain":[12,94,153],"principles,":[13],"one":[15],"acquiring":[18],"knowledge":[19,40],"of":[20,37,41,48,53,60,70,75,84,95,126,132,145,148,166,191],"principles":[22,63,86,154],"discover":[25],"them":[26],"from":[27,103,109,173],"experience.":[28],"We":[29,121,151,160],"view":[30,57],"generalization":[31,88,102],"over":[32,89],"experiences":[33,91,104],"in":[34,92,101,129],"the":[35,42,46,58,61,68,93,130,146,164,178,189],"absence":[36],"any":[38],"prior":[39],"target":[43],"principle":[44],"as":[45,67,155],"task":[47,69],"hypothesis":[49,71],"formation,":[50],"a":[51,123,140,149,167],"subtask":[52,74],"discovery.":[54,76],"Also,":[55],"we":[56,80],"use":[59],"hypothesized":[62],"analogical":[65],"design":[66,90],"testing,":[72],"another":[73],"In":[77],"this":[78],"paper,":[79],"focus":[81],"on":[82],"discovery":[83],"physical":[85,96],"by":[87],"devices.":[97],"Some":[98],"important":[99],"issues":[100],"are":[105],"what":[106,117,170,194],"generalize":[108,172],"an":[110],"experience,":[111],"how":[112,183],"far":[113,184],"generalize,":[115,186],"methods":[118],"use.":[120,197],"represent":[122,152],"reasoner's":[124],"comprehension":[125],"specific":[127],"designs":[128],"form":[131],"structure-behavior-function":[133],"(SBF)":[134],"models.":[135,159],"An":[136],"SBF":[137,175,179],"model":[138,180],"provides":[139],"functional":[141],"causal":[143],"explanation":[144],"working":[147],"device.":[150],"device-independent":[156],"behavior-function":[157],"(BF)":[158],"show":[161],"that":[162],"(1)":[163],"function":[165],"device":[168],"determines":[169],"its":[174],"model,":[176],"(2)":[177],"itself":[181],"suggests":[182],"(3)":[188],"typology":[190],"functions":[192],"indicates":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
