{"id":"https://openalex.org/W7127040064","doi":"https://doi.org/10.1007/978-3-032-14964-0_3","title":"Unveiling the Future of Drug Discovery: Revolutionizing LogS Prediction with Deep Learning FNNs","display_name":"Unveiling the Future of Drug Discovery: Revolutionizing LogS Prediction with Deep Learning FNNs","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7127040064","doi":"https://doi.org/10.1007/978-3-032-14964-0_3"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-14964-0_3","doi":"https://doi.org/10.1007/978-3-032-14964-0_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-14964-0_3","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7127050123","display_name":"New Technologies, Artificial Intelligence and Smart Data"},"type":"conference-paper","is_traditional":true,"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/A5098735652","display_name":"Imane Aitouhanni","orcid":"https://orcid.org/0009-0004-1400-8027","observed_orcids":["https://orcid.org/0009-0004-1400-8027"]},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Imane Aitouhanni","raw_affiliation_strings":["Mohammed V University, ENSIAS, SSLAB, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mohammed V University, ENSIAS, SSLAB, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053815522","display_name":"Amine Berqia","orcid":"https://orcid.org/0000-0002-3566-2894","observed_orcids":["https://orcid.org/0000-0002-3566-2894"]},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Amine Berqia","raw_affiliation_strings":["Mohammed V University, ENSIAS, SSLAB, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mohammed V University, ENSIAS, SSLAB, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5098735652"],"corresponding_institution_ids":["https://openalex.org/I126477371"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03155819,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"31","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3002","display_name":"Drug Discovery"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3002","display_name":"Drug Discovery"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13297","display_name":"History and advancements in chemistry","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/solubility-prediction","display_name":"solubility prediction","score":0.7680000066757202},{"id":"https://openalex.org/keywords/feedforward-neural-networks","display_name":"feedforward neural networks","score":0.8960000276565552},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.7350000143051147},{"id":"https://openalex.org/keywords/drug-discovery","display_name":"drug discovery","score":0.9399999976158142},{"id":"https://openalex.org/keywords/drug-design","display_name":"drug design","score":0.5789999961853027},{"id":"https://openalex.org/keywords/physicochemical-properties","display_name":"physicochemical properties","score":0.6740000247955322},{"id":"https://openalex.org/keywords/chemical-property-prediction","display_name":"chemical property prediction","score":0.5889999866485596}],"concepts":[{"id":"https://openalex.org/C2776654903","wikidata":"https://www.wikidata.org/wiki/Q2601463","display_name":"SAFER","level":2,"score":0.8205999732017517},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.784500002861023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6804999709129333},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6650000214576721},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.569599986076355},{"id":"https://openalex.org/C2778757428","wikidata":"https://www.wikidata.org/wiki/Q1250464","display_name":"Realm","level":2,"score":0.5593000054359436},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5475999712944031},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4129999876022339},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4011000096797943},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.3707999885082245},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.3215999901294708},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.3181999921798706},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2599000036716461}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-14964-0_3","doi":"https://doi.org/10.1007/978-3-032-14964-0_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-14964-0_3","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.428600013256073}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2588635793","https://openalex.org/W2902329228","https://openalex.org/W2952157594","https://openalex.org/W4304731455","https://openalex.org/W4309490745","https://openalex.org/W4378072282","https://openalex.org/W4382631594","https://openalex.org/W4388455891"],"related_works":["https://openalex.org/W4407638487","https://openalex.org/W7221577512","https://openalex.org/W3004146375","https://openalex.org/W7115090674","https://openalex.org/W3171159608","https://openalex.org/W3005076542","https://openalex.org/W4395674389","https://openalex.org/W6921740758","https://openalex.org/W4409170867","https://openalex.org/W4247487912"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2026-02-03T00:00:00"}
