{"id":"https://openalex.org/W7148494812","doi":"https://doi.org/10.1109/hipcw66559.2025.00010","title":"Pedagogical Insights, Impact, and Recommendations from User Trainings in Scientific Computing Under the National Supercomputing Mission","display_name":"Pedagogical Insights, Impact, and Recommendations from User Trainings in Scientific Computing Under the National Supercomputing Mission","publication_year":2025,"publication_date":"2025-12-17","ids":{"openalex":"https://openalex.org/W7148494812","doi":"https://doi.org/10.1109/hipcw66559.2025.00010"},"language":null,"primary_location":{"id":"doi:10.1109/hipcw66559.2025.00010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hipcw66559.2025.00010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 32nd International Conference on High Performance Computing, Data and Analytics Workshop (HiPCW)","raw_type":"proceedings-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/A5053522029","display_name":"Nisha Agrawal","orcid":"https://orcid.org/0009-0008-5908-9608"},"institutions":[{"id":"https://openalex.org/I1331500379","display_name":"Centre for Development of Advanced Computing","ror":"https://ror.org/022abst40","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1331500379","https://openalex.org/I4210121746"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nisha Agrawal","raw_affiliation_strings":["C-DAC,HPC-Infrastructure &#x0026; Ecosystem Department,Pune,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"C-DAC,HPC-Infrastructure &#x0026; Ecosystem Department,Pune,India","institution_ids":["https://openalex.org/I1331500379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123440841","display_name":"Paramita Ghosh","orcid":null},"institutions":[{"id":"https://openalex.org/I1331500379","display_name":"Centre for Development of Advanced Computing","ror":"https://ror.org/022abst40","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1331500379","https://openalex.org/I4210121746"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Paramita Ghosh","raw_affiliation_strings":["C-DAC,HPC-Technologies Department,Pune,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"C-DAC,HPC-Technologies Department,Pune,India","institution_ids":["https://openalex.org/I1331500379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013723518","display_name":"Rahul Ramkrushna Dethe","orcid":null},"institutions":[{"id":"https://openalex.org/I1331500379","display_name":"Centre for Development of Advanced Computing","ror":"https://ror.org/022abst40","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1331500379","https://openalex.org/I4210121746"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahul Dethe","raw_affiliation_strings":["C-DAC,HPC-Technologies Department,Pune,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"C-DAC,HPC-Technologies Department,Pune,India","institution_ids":["https://openalex.org/I1331500379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128176431","display_name":"S. Das","orcid":null},"institutions":[{"id":"https://openalex.org/I1331500379","display_name":"Centre for Development of Advanced Computing","ror":"https://ror.org/022abst40","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1331500379","https://openalex.org/I4210121746"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Subhojeet Das","raw_affiliation_strings":["C-DAC,HPC-Technologies Department,Pune,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"C-DAC,HPC-Technologies Department,Pune,India","institution_ids":["https://openalex.org/I1331500379"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039610662","display_name":"Ashish Kumar Nayak","orcid":null},"institutions":[{"id":"https://openalex.org/I1331500379","display_name":"Centre for Development of Advanced Computing","ror":"https://ror.org/022abst40","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1331500379","https://openalex.org/I4210121746"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashish Nayak","raw_affiliation_strings":["C-DAC,HPC-Technologies Department,Pune,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"C-DAC,HPC-Technologies Department,Pune,India","institution_ids":["https://openalex.org/I1331500379"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1331500379"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.88270756,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"20","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.5196999907493591,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.5196999907493591,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.06419999897480011,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11283","display_name":"Experimental Learning in Engineering","score":0.03889999911189079,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/supercomputer","display_name":"Supercomputer","score":0.6182000041007996},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.2797999978065491},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.26269999146461487},{"id":"https://openalex.org/keywords/interactive-computing","display_name":"Interactive computing","score":0.2574999928474426}],"concepts":[{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.6182000041007996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5877000093460083},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3856000006198883},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3463999927043915},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3346000015735626},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3221000134944916},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2797999978065491},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.26489999890327454},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.26179999113082886},{"id":"https://openalex.org/C40866790","wikidata":"https://www.wikidata.org/wiki/Q956238","display_name":"Interactive computing","level":2,"score":0.2574999928474426},{"id":"https://openalex.org/C545109879","wikidata":"https://www.wikidata.org/wiki/Q5157412","display_name":"Computer Applications","level":2,"score":0.25189998745918274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hipcw66559.2025.00010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hipcw66559.2025.00010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 32nd International Conference on High Performance Computing, Data and Analytics Workshop (HiPCW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320326590","display_name":"Savitribai Phule Pune University","ror":"https://ror.org/044g6d731"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W3013056397","https://openalex.org/W3045533357","https://openalex.org/W3047405373","https://openalex.org/W3121491143","https://openalex.org/W3139040299","https://openalex.org/W3180244167","https://openalex.org/W3180717122","https://openalex.org/W3204363098","https://openalex.org/W4229016270","https://openalex.org/W4283075177","https://openalex.org/W4297489599","https://openalex.org/W4313644926","https://openalex.org/W4317802722","https://openalex.org/W4365998002","https://openalex.org/W4366464141","https://openalex.org/W4376604449","https://openalex.org/W4385232453","https://openalex.org/W4385637599","https://openalex.org/W4388076557","https://openalex.org/W4388457364","https://openalex.org/W4393069405","https://openalex.org/W4393250705","https://openalex.org/W4401534109","https://openalex.org/W4404020522","https://openalex.org/W4407544764"],"related_works":[],"abstract_inverted_index":{"This":[0,145],"paper":[1,146],"presents":[2],"insights":[3],"and":[4,17,31,38,57,66,102,113,124,130,135,142,151,161,166,186,198],"lessons":[5],"learned":[6],"from":[7],"a":[8,71,92],"series":[9],"of":[10,153,174,182,190],"five":[11,44],"one-day":[12],"user-training":[13],"workshops":[14,41],"on":[15,43],"Materials":[16],"Computational":[18],"Chemistry":[19],"conducted":[20],"under":[21],"India\u2019s":[22],"National":[23],"Supercomputing":[24],"Mission":[25],"(NSM)":[26],"between":[27],"the":[28,40,148,154,172,180],"year":[29],"2024":[30],"2025.":[32],"Designed":[33],"for":[34,70],"early-career":[35],"researchers,":[36],"students,":[37],"practitioners,":[39],"focused":[42],"indigenous":[45,183],"computational":[46,196],"chemistry":[47,74],"software":[48,122,185],"tools\u2014AMDKIIT":[49],"(linear-scaling":[50],"DFT),":[51],"ANN-CI":[52],"(multi-reference":[53],"methods":[54],"integrating":[55],"ML":[56],"QM/MM),":[58],"LITESOPH":[59],"(excited-state":[60],"dynamics),":[61],"\u00b52mech":[62],"(multiscale":[63],"microstructure":[64],"simulation),":[65],"MTA":[67],"(a":[68],"GUI":[69],"homegrown":[72],"quantum":[73],"suite)\u2014all":[75],"developed":[76],"by":[77,82,119],"Indian":[78],"research":[79],"institutions.":[80],"Organized":[81],"C-DAC":[83],"in":[84,178],"collaboration":[85],"with":[86],"academic":[87],"partners,":[88],"each":[89],"workshop":[90],"adopted":[91],"blended":[93],"pedagogical":[94],"model":[95],"that":[96,163],"integrated":[97],"theoretical":[98],"lectures,":[99],"live":[100],"demonstrations,":[101],"hands-on":[103],"training.":[104],"A":[105],"structured":[106],"pre-workshop":[107],"onboarding":[108],"process":[109],"addressed":[110],"system":[111],"setup":[112],"access":[114],"requirements,":[115],"while":[116],"sessions":[117],"led":[118],"principal":[120],"investigators,":[121],"developers,":[123],"support":[125],"teams":[126],"ensured":[127],"conceptual":[128],"clarity":[129],"practical":[131],"competence.":[132],"Dedicated":[133],"Q&A":[134],"feedback":[136],"discussions":[137],"further":[138],"enhanced":[139,164],"participant":[140,159],"engagement":[141],"learning":[143],"outcomes.":[144],"summarizes":[147],"planning,":[149],"execution,":[150],"impact":[152],"workshops,":[155],"highlighting":[156],"key":[157],"challenges,":[158],"feedback,":[160],"strategies":[162],"accessibility":[165],"knowledge":[167],"transfer.":[168],"The":[169],"initiative":[170],"demonstrates":[171],"value":[173],"structured,":[175],"community-driven":[176],"training":[177],"advancing":[179],"adoption":[181],"scientific":[184],"encourages":[187],"broader":[188],"use":[189],"similar":[191],"frameworks":[192],"to":[193],"promote":[194],"home-grown":[195],"tools":[197],"solutions.":[199]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-04-03T00:00:00"}
