Influence of Amphiphiles on Percolation of AOT-Based Microemulsions Prediction Using Artificial Neural Networks

Name: Work Video:
Duration: 3 min 30 s
Gonzalo Astray; A. Cid; O. Moldes; Juan Carlos Mejuto
{'id': 'https://openalex.org/W2618860220', 'doi': 'https://doi.org/10.5772/66766', 'title': 'Influence of Amphiphiles on Percolation of AOT-Based Microemulsions Prediction Using Artificial Neural Networks', 'display_name': 'Influence of Amphiphiles on Percolation of AOT-Based Microemulsions Prediction Using Artificial Neural Networks', 'publication_year': 2017, 'publication_date': '2017-05-24', 'ids': {'openalex': 'https://openalex.org/W2618860220', 'doi': 'https://doi.org/10.5772/66766', 'mag': '2618860220'}, 'language': 'en', 'primary_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.5772/66766', 'pdf_url': 'https://www.intechopen.com/citation-pdf-url/53579', 'source': {'id': 'https://openalex.org/S4306463447', 'display_name': 'InTech eBooks', 'issn_l': None, 'issn': None, 'is_oa': False, 'is_in_doaj': False, 'is_core': False, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'ebook platform'}, 'license': 'cc-by', 'license_id': 'https://openalex.org/licenses/cc-by', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'type': 'book-chapter', 'type_crossref': 'book-chapter', 'indexed_in': ['crossref'], 'open_access': {'is_oa': True, 'oa_status': 'hybrid', 'oa_url': 'https://www.intechopen.com/citation-pdf-url/53579', 'any_repository_has_fulltext': True}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5001299251', 'display_name': 'Gonzalo Astray', 'orcid': 'https://orcid.org/0000-0002-0890-1191'}, 'institutions': [{'id': 'https://openalex.org/I6289922', 'display_name': 'Universidade de Vigo', 'ror': 'https://ror.org/05rdf8595', 'country_code': 'ES', 'type': 'education', 'lineage': ['https://openalex.org/I6289922']}], 'countries': ['ES'], 'is_corresponding': False, 'raw_author_name': 'Gonzalo Astray', 'raw_affiliation_strings': ['Physical Chemistry Department, Faculty of Science, University of Vigoy, Ourense, Spain'], 'affiliations': [{'raw_affiliation_string': 'Physical Chemistry Department, Faculty of Science, University of Vigoy, Ourense, Spain', 'institution_ids': ['https://openalex.org/I6289922']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5091775264', 'display_name': 'A. Cid', 'orcid': 'https://orcid.org/0000-0002-0507-3394'}, 'institutions': [{'id': 'https://openalex.org/I6289922', 'display_name': 'Universidade de Vigo', 'ror': 'https://ror.org/05rdf8595', 'country_code': 'ES', 'type': 'education', 'lineage': ['https://openalex.org/I6289922']}, {'id': 'https://openalex.org/I83558840', 'display_name': 'Universidade Nova de Lisboa', 'ror': 'https://ror.org/02xankh89', 'country_code': 'PT', 'type': 'education', 'lineage': ['https://openalex.org/I83558840']}, {'id': 'https://openalex.org/I4210138594', 'display_name': 'Rede de Química e Tecnologia', 'ror': 'https://ror.org/04j14t006', 'country_code': 'PT', 'type': 'nonprofit', 'lineage': ['https://openalex.org/I4210138594']}, {'id': 'https://openalex.org/I141596103', 'display_name': 'University of Lisbon', 'ror': 'https://ror.org/01c27hj86', 'country_code': 'PT', 'type': 'education', 'lineage': ['https://openalex.org/I141596103']}], 'countries': ['ES', 'PT'], 'is_corresponding': False, 'raw_author_name': 'Antonio Cid', 'raw_affiliation_strings': ['Physical Chemistry Department, Faculty of Science, University of Vigoy, Ourense, Spain', 'UCIBIO, REQUIMTE, Chemistry Department, Faculty of Science and Technology, New University of Lisbon, Caparica, Portugal'], 'affiliations': [{'raw_affiliation_string': 'Physical Chemistry Department, Faculty of Science, University of Vigoy, Ourense, Spain', 'institution_ids': ['https://openalex.org/I6289922']}, {'raw_affiliation_string': 'UCIBIO, REQUIMTE, Chemistry Department, Faculty of Science and Technology, New University of Lisbon, Caparica, Portugal', 'institution_ids': ['https://openalex.org/I83558840', 'https://openalex.org/I4210138594', 'https://openalex.org/I141596103']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5034159155', 'display_name': 'O. Moldes', 'orcid': 'https://orcid.org/0000-0003-0097-6823'}, 'institutions': [{'id': 'https://openalex.org/I6289922', 'display_name': 'Universidade de Vigo', 'ror': 'https://ror.org/05rdf8595', 'country_code': 'ES', 'type': 'education', 'lineage': ['https://openalex.org/I6289922']}], 'countries': ['ES'], 'is_corresponding': False, 'raw_author_name': 'Oscar Adrián Moldes', 'raw_affiliation_strings': ['Physical Chemistry Department, Faculty of Science, University of Vigoy, Ourense, Spain'], 'affiliations': [{'raw_affiliation_string': 'Physical Chemistry Department, Faculty of Science, University of Vigoy, Ourense, Spain', 'institution_ids': ['https://openalex.org/I6289922']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5035884043', 'display_name': 'Juan Carlos Mejuto', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I6289922', 'display_name': 'Universidade de Vigo', 'ror': 'https://ror.org/05rdf8595', 'country_code': 'ES', 'type': 'education', 'lineage': ['https://openalex.org/I6289922']}], 'countries': ['ES'], 'is_corresponding': True, 'raw_author_name': 'Juan Carlos Mejuto', 'raw_affiliation_strings': ['Physical Chemistry Department, Faculty of Science, University of Vigoy, Ourense, Spain'], 'affiliations': [{'raw_affiliation_string': 'Physical Chemistry Department, Faculty of Science, University of Vigoy, Ourense, Spain', 'institution_ids': ['https://openalex.org/I6289922']}]}], 'institution_assertions': [], 'countries_distinct_count': 2, 'institutions_distinct_count': 4, 'corresponding_author_ids': ['https://openalex.org/A5035884043'], 'corresponding_institution_ids': ['https://openalex.org/I6289922'], 'apc_list': None, 'apc_paid': None, 'fwci': 0.0, 'has_fulltext': True, 'fulltext_origin': 'pdf', 'cited_by_count': 0, 'citation_normalized_percentile': {'value': 0.0, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 0, 'max': 63}, 'biblio': {'volume': None, 'issue': None, 'first_page': None, 'last_page': None}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10721', 'display_name': 'Surfactants and Colloidal Systems', 'score': 0.9999, 'subfield': {'id': 'https://openalex.org/subfields/1605', 'display_name': 'Organic Chemistry'}, 'field': {'id': 'https://openalex.org/fields/16', 'display_name': 'Chemistry'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}, 'topics': [{'id': 'https://openalex.org/T10721', 'display_name': 'Surfactants and Colloidal Systems', 'score': 0.9999, 'subfield': {'id': 'https://openalex.org/subfields/1605', 'display_name': 'Organic Chemistry'}, 'field': {'id': 'https://openalex.org/fields/16', 'display_name': 'Chemistry'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}, {'id': 'https://openalex.org/T10962', 'display_name': 'Thermodynamic properties of mixtures', 'score': 0.9985, 'subfield': {'id': 'https://openalex.org/subfields/1507', 'display_name': 'Fluid Flow and Transfer Processes'}, 'field': {'id': 'https://openalex.org/fields/15', 'display_name': 'Chemical Engineering'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}, {'id': 'https://openalex.org/T10480', 'display_name': 'Ionic liquids properties and applications', 'score': 0.9953, 'subfield': {'id': 'https://openalex.org/subfields/1503', 'display_name': 'Catalysis'}, 'field': {'id': 'https://openalex.org/fields/15', 'display_name': 'Chemical Engineering'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}], 'keywords': [{'id': 'https://openalex.org/keywords/microemulsion', 'display_name': 'Microemulsion', 'score': 0.9804468}, {'id': 'https://openalex.org/keywords/percolation', 'display_name': 'Percolation (cognitive psychology)', 'score': 0.81762344}], 'concepts': [{'id': 'https://openalex.org/C190119865', 'wikidata': 'https://www.wikidata.org/wiki/Q338019', 'display_name': 'Microemulsion', 'level': 3, 'score': 0.9804468}, {'id': 'https://openalex.org/C2780457167', 'wikidata': 'https://www.wikidata.org/wiki/Q17156484', 'display_name': 'Percolation (cognitive psychology)', 'level': 2, 'score': 0.81762344}, {'id': 'https://openalex.org/C50644808', 'wikidata': 'https://www.wikidata.org/wiki/Q192776', 'display_name': 'Artificial neural network', 'level': 2, 'score': 0.5908089}, {'id': 'https://openalex.org/C67407626', 'wikidata': 'https://www.wikidata.org/wiki/Q5723218', 'display_name': 'Amphiphile', 'level': 4, 'score': 0.54360324}, {'id': 'https://openalex.org/C2780263894', 'wikidata': 'https://www.wikidata.org/wiki/Q335268', 'display_name': 'Alkyl', 'level': 2, 'score': 0.5194766}, {'id': 'https://openalex.org/C192562407', 'wikidata': 'https://www.wikidata.org/wiki/Q228736', 'display_name': 'Materials science', 'level': 0, 'score': 0.4248165}, {'id': 'https://openalex.org/C185592680', 'wikidata': 'https://www.wikidata.org/wiki/Q2329', 'display_name': 'Chemistry', 'level': 0, 'score': 0.41456738}, {'id': 'https://openalex.org/C42360764', 'wikidata': 'https://www.wikidata.org/wiki/Q83588', 'display_name': 'Chemical engineering', 'level': 1, 'score': 0.38583627}, {'id': 'https://openalex.org/C186060115', 'wikidata': 'https://www.wikidata.org/wiki/Q30336093', 'display_name': 'Biological system', 'level': 1, 'score': 0.34098715}, {'id': 'https://openalex.org/C43617362', 'wikidata': 'https://www.wikidata.org/wiki/Q170050', 'display_name': 'Chromatography', 'level': 1, 'score': 0.32184103}, {'id': 'https://openalex.org/C97355855', 'wikidata': 'https://www.wikidata.org/wiki/Q11473', 'display_name': 'Thermodynamics', 'level': 1, 'score': 0.3205371}, {'id': 'https://openalex.org/C178790620', 'wikidata': 'https://www.wikidata.org/wiki/Q11351', 'display_name': 'Organic chemistry', 'level': 1, 'score': 0.29706693}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.1446563}, {'id': 'https://openalex.org/C119857082', 'wikidata': 'https://www.wikidata.org/wiki/Q2539', 'display_name': 'Machine learning', 'level': 1, 'score': 0.09790024}, {'id': 'https://openalex.org/C521977710', 'wikidata': 'https://www.wikidata.org/wiki/Q81163', 'display_name': 'Polymer', 'level': 2, 'score': 0.089444965}, {'id': 'https://openalex.org/C58226133', 'wikidata': 'https://www.wikidata.org/wiki/Q1324199', 'display_name': 'Pulmonary surfactant', 'level': 2, 'score': 0.080975324}, {'id': 'https://openalex.org/C121332964', 'wikidata': 'https://www.wikidata.org/wiki/Q413', 'display_name': 'Physics', 'level': 0, 'score': 0.0666357}, {'id': 'https://openalex.org/C15920480', 'wikidata': 'https://www.wikidata.org/wiki/Q421281', 'display_name': 'Copolymer', 'level': 3, 'score': 0.057881862}, {'id': 'https://openalex.org/C127413603', 'wikidata': 'https://www.wikidata.org/wiki/Q11023', 'display_name': 'Engineering', 'level': 0, 'score': 0.05704677}, {'id': 'https://openalex.org/C169760540', 'wikidata': 'https://www.wikidata.org/wiki/Q207011', 'display_name': 'Neuroscience', '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': [{'is_oa': True, 'landing_page_url': 'https://doi.org/10.5772/66766', 'pdf_url': 'https://www.intechopen.com/citation-pdf-url/53579', 'source': {'id': 'https://openalex.org/S4306463447', 'display_name': 'InTech eBooks', 'issn_l': None, 'issn': None, 'is_oa': False, 'is_in_doaj': False, 'is_core': False, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'ebook platform'}, 'license': 'cc-by', 'license_id': 'https://openalex.org/licenses/cc-by', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, {'is_oa': True, 'landing_page_url': 'https://openresearchlibrary.org/ext/api/media/74e6e407-bb7b-44b9-ac17-e4f117919b6a/assets/external_content.pdf', 'pdf_url': 'https://openresearchlibrary.org/ext/api/media/74e6e407-bb7b-44b9-ac17-e4f117919b6a/assets/external_content.pdf', 'source': {'id': 'https://openalex.org/S4306401131', 'display_name': 'BiblioBoard Library Catalog (Open Research Library)', 'issn_l': None, 'issn': None, 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'repository'}, 'license': 'cc-by', 'license_id': 'https://openalex.org/licenses/cc-by', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}], 'best_oa_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.5772/66766', 'pdf_url': 'https://www.intechopen.com/citation-pdf-url/53579', 'source': {'id': 'https://openalex.org/S4306463447', 'display_name': 'InTech eBooks', 'issn_l': None, 'issn': None, 'is_oa': False, 'is_in_doaj': False, 'is_core': False, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'ebook platform'}, 'license': 'cc-by', 'license_id': 'https://openalex.org/licenses/cc-by', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'sustainable_development_goals': [{'display_name': 'Zero hunger', 'id': 'https://metadata.un.org/sdg/2', 'score': 0.53}], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 58, 'referenced_works': ['https://openalex.org/W1528140509', 'https://openalex.org/W1774174487', 'https://openalex.org/W1964581277', 'https://openalex.org/W1966466265', 'https://openalex.org/W1967004573', 'https://openalex.org/W1970500779', 'https://openalex.org/W1974836522', 'https://openalex.org/W1980560774', 'https://openalex.org/W1980792781', 'https://openalex.org/W1982581829', 'https://openalex.org/W1983079293', 'https://openalex.org/W1984763602', 'https://openalex.org/W1985022102', 'https://openalex.org/W1987219956', 'https://openalex.org/W1989479043', 'https://openalex.org/W1990172481', 'https://openalex.org/W1993863684', 'https://openalex.org/W2001715151', 'https://openalex.org/W2012702431', 'https://openalex.org/W2014162579', 'https://openalex.org/W2028996003', 'https://openalex.org/W2030497326', 'https://openalex.org/W2042245506', 'https://openalex.org/W2045550581', 'https://openalex.org/W2046284347', 'https://openalex.org/W2046930612', 'https://openalex.org/W2047841170', 'https://openalex.org/W2050767540', 'https://openalex.org/W2053498672', 'https://openalex.org/W2061588633', 'https://openalex.org/W2068444810', 'https://openalex.org/W2071543170', 'https://openalex.org/W2076316796', 'https://openalex.org/W2080531313', 'https://openalex.org/W2082303327', 'https://openalex.org/W2082607544', 'https://openalex.org/W2085523762', 'https://openalex.org/W2088548760', 'https://openalex.org/W2091095476', 'https://openalex.org/W2092846894', 'https://openalex.org/W2094150389', 'https://openalex.org/W2122782494', 'https://openalex.org/W2125269518', 'https://openalex.org/W2136236151', 'https://openalex.org/W2155430111', 'https://openalex.org/W2164637081', 'https://openalex.org/W2174076848', 'https://openalex.org/W2221349914', 'https://openalex.org/W2268519311', 'https://openalex.org/W2280643256', 'https://openalex.org/W2318025458', 'https://openalex.org/W2321536237', 'https://openalex.org/W2469843889', 'https://openalex.org/W2512146647', 'https://openalex.org/W4243018749', 'https://openalex.org/W4247493576', 'https://openalex.org/W4249371330', 'https://openalex.org/W4249759839'], 'related_works': ['https://openalex.org/W617506740', 'https://openalex.org/W607052793', 'https://openalex.org/W4232644758', 'https://openalex.org/W3164123332', 'https://openalex.org/W2618860220', 'https://openalex.org/W2353042465', 'https://openalex.org/W2351141904', 'https://openalex.org/W2349085110', 'https://openalex.org/W2088548760', 'https://openalex.org/W2012702431'], 'abstract_inverted_index': {'In': [0, 29, 51], 'this': [1], 'chapter,': [2], 'the': [3, 13, 20, 64, 69, 90, 99], 'ability': [4], 'of': [5, 15, 23, 44], 'artificial': [6], 'neural': [7, 55], 'networks': [8], 'was': [9], 'evaluated': [10], 'to': [11, 60, 67, 97], 'predict': [12, 61], 'influence': [14, 88], 'amphiphiles': [16], 'as': [17, 73], 'additive': [18, 74], 'upon': [19], 'electrical': [21], 'percolation': [22, 100], 'dioctyl': [24], 'sodium': [25], 'sulfosuccinate': [26], '(AOT)/isooctane/water': [27], 'microemulsions.': [28, 104], 'particular,': [30], 'water/AOT/isooctane': [31], 'microemulsion': [32], 'behaviour': [33, 66], 'has': [34, 57], 'been': [35, 40, 58], 'modelled.': [36], 'These': [37], 'microemulsions': [38], 'have': [39], 'developed': [41], 'in': [42], 'presence': [43], '1-n-alcohols,': [45], '2-n-alcohols,': [46], 'n-alkylamines': [47], 'and': [48], 'n-alkyl': [49], 'acids.': [50], 'all': [52], 'cases,': [53], 'a': [54, 86], 'network': [56], 'obtained': [59], 'with': [62], 'accuracy': [63], 'experimental': [65], 'identify': [68], 'physico-chemical': [70], 'variables': [71], '(such': [72], 'concentration,': [75], 'molecular': [76], 'mass,': [77], 'log': [78], 'P,': [79], 'pKa': [80], 'or': [81], 'chain': [82], 'length)': [83], 'that': [84], 'exert': [85], 'greater': [87], 'on': [89], 'model.': [91], 'All': [92], 'models': [93], 'are': [94], 'valuable': [95], 'tools': [96], 'evaluate': [98], 'temperature': [101], 'for': [102], 'AOT-based': [103]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2618860220', 'counts_by_year': [], 'updated_date': '2024-12-09T12:49:02.643617', 'created_date': '2017-06-05'}
Publication Information

Basic Information

Access and Citation

AI Researcher Chatbot

Primary Location

Authors

Topics

Keywords

Related Works
