{"id":"https://openalex.org/W4320018511","doi":"https://doi.org/10.1007/978-3-031-26236-4_3","title":"Forecasting Algae Growth in\u00a0Photo-Bioreactors Using Attention LSTMs","display_name":"Forecasting Algae Growth in\u00a0Photo-Bioreactors Using Attention LSTMs","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4320018511","doi":"https://doi.org/10.1007/978-3-031-26236-4_3"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-26236-4_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-26236-4_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5030170035","display_name":"Daniel Boiar","orcid":"https://orcid.org/0000-0002-6856-9848"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Daniel Boiar","raw_affiliation_strings":["TU Dortmund University, Otto-Hahn-Stra\u00dfe 12, 44227, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6856-9848","affiliations":[{"raw_affiliation_string":"TU Dortmund University, Otto-Hahn-Stra\u00dfe 12, 44227, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090433089","display_name":"Nils Killich","orcid":"https://orcid.org/0000-0002-1885-195X"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nils Killich","raw_affiliation_strings":["TU Dortmund University, Leonhard-Euler-Stra\u00dfe 5, 44227, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0002-1885-195X","affiliations":[{"raw_affiliation_string":"TU Dortmund University, Leonhard-Euler-Stra\u00dfe 5, 44227, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086342757","display_name":"Lukas Schulte","orcid":"https://orcid.org/0000-0002-0613-7927"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lukas Schulte","raw_affiliation_strings":["TU Dortmund University, Leonhard-Euler-Stra\u00dfe 5, 44227, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0002-0613-7927","affiliations":[{"raw_affiliation_string":"TU Dortmund University, Leonhard-Euler-Stra\u00dfe 5, 44227, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082893026","display_name":"Victor Hernandez Moreno","orcid":"https://orcid.org/0000-0002-6038-6959"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Victor Hernandez Moreno","raw_affiliation_strings":["University of Technology Sydney, 15 Broadway, Ultimo, NSW, 2007, Australia"],"raw_orcid":"https://orcid.org/0000-0002-6038-6959","affiliations":[{"raw_affiliation_string":"University of Technology Sydney, 15 Broadway, Ultimo, NSW, 2007, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015077179","display_name":"Jochen Deuse","orcid":"https://orcid.org/0000-0003-4066-4357"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jochen Deuse","raw_affiliation_strings":["TU Dortmund University, Leonhard-Euler-Stra\u00dfe 5, 44227, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4066-4357","affiliations":[{"raw_affiliation_string":"TU Dortmund University, Leonhard-Euler-Stra\u00dfe 5, 44227, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027191588","display_name":"Thomas Liebig","orcid":"https://orcid.org/0000-0002-9841-1101"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Liebig","raw_affiliation_strings":["TU Dortmund University, Otto-Hahn-Stra\u00dfe 12, 44227, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9841-1101","affiliations":[{"raw_affiliation_string":"TU Dortmund University, Otto-Hahn-Stra\u00dfe 12, 44227, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5030170035","https://openalex.org/A5090433089"],"corresponding_institution_ids":["https://openalex.org/I200332995"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"26","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10476","display_name":"Algal biology and biofuel production","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10476","display_name":"Algal biology and biofuel production","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9369000196456909,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9326000213623047,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8247305154800415},{"id":"https://openalex.org/keywords/algae","display_name":"Algae","score":0.6455913782119751},{"id":"https://openalex.org/keywords/bioreactor","display_name":"Bioreactor","score":0.5986703634262085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47305622696876526},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.11602357029914856},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.1079050600528717},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06428614258766174}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8247305154800415},{"id":"https://openalex.org/C559758991","wikidata":"https://www.wikidata.org/wiki/Q37868","display_name":"Algae","level":2,"score":0.6455913782119751},{"id":"https://openalex.org/C168170006","wikidata":"https://www.wikidata.org/wiki/Q864699","display_name":"Bioreactor","level":2,"score":0.5986703634262085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47305622696876526},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.11602357029914856},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.1079050600528717},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06428614258766174}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-26236-4_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-26236-4_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1544185407","https://openalex.org/W1963518305","https://openalex.org/W1968576612","https://openalex.org/W2032761333","https://openalex.org/W2052105423","https://openalex.org/W2064675550","https://openalex.org/W2071574688","https://openalex.org/W2090106805","https://openalex.org/W2110485445","https://openalex.org/W2192203593","https://openalex.org/W2754622169","https://openalex.org/W2809190938","https://openalex.org/W2883262806","https://openalex.org/W2899728234","https://openalex.org/W2901655845","https://openalex.org/W2949676527","https://openalex.org/W3166646252","https://openalex.org/W4200428920","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2082762559","https://openalex.org/W2750811721","https://openalex.org/W38760852","https://openalex.org/W2376673900","https://openalex.org/W2040528063","https://openalex.org/W3016306699","https://openalex.org/W2079527115","https://openalex.org/W3205744649"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}