{"id":"https://openalex.org/W3120432648","doi":"https://doi.org/10.1109/acit50332.2020.9300085","title":"Sensitivity of different optimization solvers in LSTM algorithm for temperature forecast over Mars at Jezero Crater landing site","display_name":"Sensitivity of different optimization solvers in LSTM algorithm for temperature forecast over Mars at Jezero Crater landing site","publication_year":2020,"publication_date":"2020-11-28","ids":{"openalex":"https://openalex.org/W3120432648","doi":"https://doi.org/10.1109/acit50332.2020.9300085","mag":"3120432648"},"language":"en","primary_location":{"id":"doi:10.1109/acit50332.2020.9300085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit50332.2020.9300085","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 21st International Arab Conference on Information Technology (ACIT)","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/A5065200031","display_name":"Muhammed Eltahan","orcid":"https://orcid.org/0000-0003-2322-8123"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Mohamed Eltahan","raw_affiliation_strings":["Aerospace Engineering Department, Cairo University, Giza, Egypt"],"affiliations":[{"raw_affiliation_string":"Aerospace Engineering Department, Cairo University, Giza, Egypt","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073446229","display_name":"Karim Moharm","orcid":null},"institutions":[{"id":"https://openalex.org/I84524832","display_name":"Alexandria University","ror":"https://ror.org/00mzz1w90","country_code":"EG","type":"education","lineage":["https://openalex.org/I84524832"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Karim Moharm","raw_affiliation_strings":["Electrical Engineering Department, Alexandria University, Alexandria, Egypt"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Alexandria University, Alexandria, Egypt","institution_ids":["https://openalex.org/I84524832"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007114147","display_name":"Nour Daoud","orcid":null},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Nour Daoud","raw_affiliation_strings":["Computer Engineering Department, Ain Shams University, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Ain Shams University, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065200031"],"corresponding_institution_ids":["https://openalex.org/I145487455"],"apc_list":null,"apc_paid":null,"fwci":0.4019,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66459115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10406","display_name":"Planetary Science and Exploration","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10406","display_name":"Planetary Science and Exploration","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10325","display_name":"Astro and Planetary Science","score":0.9652000069618225,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12005","display_name":"Spaceflight effects on biology","score":0.9508000016212463,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mars-exploration-program","display_name":"Mars Exploration Program","score":0.9559324979782104},{"id":"https://openalex.org/keywords/martian","display_name":"Martian","score":0.7917932271957397},{"id":"https://openalex.org/keywords/martian-surface","display_name":"Martian surface","score":0.7114267945289612},{"id":"https://openalex.org/keywords/exploration-of-mars","display_name":"Exploration of Mars","score":0.6667470932006836},{"id":"https://openalex.org/keywords/mars-landing","display_name":"Mars landing","score":0.5799457430839539},{"id":"https://openalex.org/keywords/impact-crater","display_name":"Impact crater","score":0.5767344832420349},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.4778040051460266},{"id":"https://openalex.org/keywords/astrobiology","display_name":"Astrobiology","score":0.459606409072876},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.45565083622932434},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.44576066732406616},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42132511734962463},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39098304510116577},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3311404585838318},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.30215901136398315},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1695716679096222},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11685389280319214}],"concepts":[{"id":"https://openalex.org/C83260615","wikidata":"https://www.wikidata.org/wiki/Q6773121","display_name":"Mars Exploration Program","level":2,"score":0.9559324979782104},{"id":"https://openalex.org/C2778600265","wikidata":"https://www.wikidata.org/wiki/Q913850","display_name":"Martian","level":3,"score":0.7917932271957397},{"id":"https://openalex.org/C2776219924","wikidata":"https://www.wikidata.org/wiki/Q6774740","display_name":"Martian surface","level":4,"score":0.7114267945289612},{"id":"https://openalex.org/C68702407","wikidata":"https://www.wikidata.org/wiki/Q716774","display_name":"Exploration of Mars","level":3,"score":0.6667470932006836},{"id":"https://openalex.org/C78949437","wikidata":"https://www.wikidata.org/wiki/Q6773188","display_name":"Mars landing","level":4,"score":0.5799457430839539},{"id":"https://openalex.org/C179537507","wikidata":"https://www.wikidata.org/wiki/Q55818","display_name":"Impact crater","level":2,"score":0.5767344832420349},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.4778040051460266},{"id":"https://openalex.org/C87355193","wikidata":"https://www.wikidata.org/wiki/Q411","display_name":"Astrobiology","level":1,"score":0.459606409072876},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.45565083622932434},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.44576066732406616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42132511734962463},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39098304510116577},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3311404585838318},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.30215901136398315},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1695716679096222},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11685389280319214},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit50332.2020.9300085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit50332.2020.9300085","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 21st International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W93110558","https://openalex.org/W1498436455","https://openalex.org/W1522301498","https://openalex.org/W1982426964","https://openalex.org/W2064675550","https://openalex.org/W2083306982","https://openalex.org/W2130942839","https://openalex.org/W2143612262","https://openalex.org/W2166706236","https://openalex.org/W2231090260","https://openalex.org/W2523246573","https://openalex.org/W2551224856","https://openalex.org/W2734986640","https://openalex.org/W2796813311","https://openalex.org/W2800819102","https://openalex.org/W2898791292","https://openalex.org/W2931627239","https://openalex.org/W2937335580","https://openalex.org/W2942231644","https://openalex.org/W2944851425","https://openalex.org/W2964121744","https://openalex.org/W2969351867","https://openalex.org/W2988088460","https://openalex.org/W2991358780","https://openalex.org/W3007080254","https://openalex.org/W3008984412","https://openalex.org/W3022328939","https://openalex.org/W3023303046","https://openalex.org/W3043861431","https://openalex.org/W4285719527","https://openalex.org/W6603725493","https://openalex.org/W6679436768","https://openalex.org/W6684249991","https://openalex.org/W6689312524","https://openalex.org/W6777242826"],"related_works":["https://openalex.org/W1982763655","https://openalex.org/W1663847441","https://openalex.org/W3149160274","https://openalex.org/W4400291486","https://openalex.org/W780354523","https://openalex.org/W2163079860","https://openalex.org/W2130207910","https://openalex.org/W4383502183","https://openalex.org/W2521987730","https://openalex.org/W210168027"],"abstract_inverted_index":{"Exact":[0],"forecast":[1],"of":[2,98,111,131],"surface":[3,56,118,145],"temperature":[4,12,57,119,146],"over":[5,58,121,147],"MARS":[6,34],"is":[7,13,72,140],"important":[8],"and":[9,26],"critical.":[10],"Surface":[11],"fundamental":[14],"to":[15,48,53,105,142,155],"the":[16,28,33,55,59,79,87,109,112,122,137,144,148],"environmental":[17],"parameter":[18],"that":[19,31,135],"has":[20],"a":[21,50,75],"direct":[22],"impact":[23],"on":[24,78,117],"designing":[25],"operating":[27],"land":[29],"rovers":[30],"explore":[32],"planet.":[35],"In":[36],"this":[37,99],"paper,":[38],"We":[39],"used":[40,141],"well":[41],"known":[42],"long":[43],"Short-Term":[44],"Memory":[45],"(LSTM)":[46],"algorithm":[47],"build":[49],"data-driven":[51,70],"model":[52,71],"predict":[54,143],"planned":[60],"landing":[61,123,149],"site":[62,124,150],"Jezero":[63,125],"Crater":[64,126],"for":[65,93,127],"Mars":[66,80],"2020":[67],"Rover.":[68],"The":[69,95,133],"built":[73],"using":[74],"dataset":[76],"based":[77],"Climate":[81,89],"Database":[82],"(MCD)":[83],"which":[84],"derived":[85],"from":[86,101,151],"Global":[88],"Model":[90],"(GCM)":[91],"simulations":[92],"MARS.":[94],"temporal":[96],"availability":[97],"data":[100],"martian":[102,152,156],"year":[103,153,157],"24":[104],"33.":[106],"we":[107],"evaluated":[108],"effect":[110],"three":[113],"different":[114,129],"optimization":[115],"solvers":[116],"prediction":[120],"two":[128],"numbers":[130],"epochs.":[132],"solver":[134],"provides":[136],"lowest":[138],"RMSE":[139],"34":[154],"36.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
