Get quick answers to your questions about the article from our AI researcher chatbot
{'id': 'https://openalex.org/W2746646443', 'doi': 'https://doi.org/10.1190/segam2017-17588921.1', 'title': 'Bayesian petrophysics inversion of seismic data based on linearized seismic and rock physics modeling', 'display_name': 'Bayesian petrophysics inversion of seismic data based on linearized seismic and rock physics modeling', 'publication_year': 2017, 'publication_date': '2017-08-17', 'ids': {'openalex': 'https://openalex.org/W2746646443', 'doi': 'https://doi.org/10.1190/segam2017-17588921.1', 'mag': '2746646443'}, 'language': 'en', 'primary_location': {'is_oa': False, 'landing_page_url': 'https://doi.org/10.1190/segam2017-17588921.1', 'pdf_url': None, 'source': None, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, 'type': 'article', 'type_crossref': 'proceedings-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': False, 'oa_status': 'closed', 'oa_url': None, 'any_repository_has_fulltext': False}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5069683797', 'display_name': 'Xiaozheng Lang', 'orcid': 'https://orcid.org/0000-0001-7463-424X'}, 'institutions': [{'id': 'https://openalex.org/I4210116506', 'display_name': 'Wyoming Department of Education', 'ror': 'https://ror.org/02abxwv41', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I4210116506']}, {'id': 'https://openalex.org/I12834331', 'display_name': 'University of Wyoming', 'ror': 'https://ror.org/01485tq96', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I12834331']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Xiaozheng Lang', 'raw_affiliation_strings': ['University of Wyoming'], 'affiliations': [{'raw_affiliation_string': 'University of Wyoming', 'institution_ids': ['https://openalex.org/I4210116506', 'https://openalex.org/I12834331']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5083974016', 'display_name': 'Darío Graña', 'orcid': 'https://orcid.org/0000-0003-4220-053X'}, 'institutions': [{'id': 'https://openalex.org/I4210116506', 'display_name': 'Wyoming Department of Education', 'ror': 'https://ror.org/02abxwv41', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I4210116506']}, {'id': 'https://openalex.org/I12834331', 'display_name': 'University of Wyoming', 'ror': 'https://ror.org/01485tq96', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I12834331']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Dario Grana', 'raw_affiliation_strings': ['University of Wyoming'], 'affiliations': [{'raw_affiliation_string': 'University of Wyoming', 'institution_ids': ['https://openalex.org/I4210116506', 'https://openalex.org/I12834331']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 2, 'corresponding_author_ids': [], 'corresponding_institution_ids': [], 'apc_list': None, 'apc_paid': None, 'fwci': 0.186, 'has_fulltext': True, 'fulltext_origin': 'ngrams', 'cited_by_count': 1, 'citation_normalized_percentile': {'value': 0.433951, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 64, 'max': 72}, 'biblio': {'volume': None, 'issue': None, 'first_page': None, 'last_page': None}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10271', 'display_name': 'Seismic Waveform Inversion in Geophysics', 'score': 0.9999, 'subfield': {'id': 'https://openalex.org/subfields/1908', 'display_name': 'Geophysics'}, 'field': {'id': 'https://openalex.org/fields/19', 'display_name': 'Earth and Planetary Sciences'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}, 'topics': [{'id': 'https://openalex.org/T10271', 'display_name': 'Seismic Waveform Inversion in Geophysics', 'score': 0.9999, 'subfield': {'id': 'https://openalex.org/subfields/1908', 'display_name': 'Geophysics'}, 'field': {'id': 'https://openalex.org/fields/19', 'display_name': 'Earth and Planetary Sciences'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}, {'id': 'https://openalex.org/T10399', 'display_name': 'Characterization of Shale Gas Pore Structure', 'score': 0.9986, 'subfield': {'id': 'https://openalex.org/subfields/2211', 'display_name': 'Mechanics of Materials'}, 'field': {'id': 'https://openalex.org/fields/22', 'display_name': 'Engineering'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}, {'id': 'https://openalex.org/T10635', 'display_name': 'Hydraulic Fracturing in Shale Gas Reservoirs', 'score': 0.9984, 'subfield': {'id': 'https://openalex.org/subfields/2210', 'display_name': 'Mechanical Engineering'}, '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/petrophysics', 'display_name': 'Petrophysics', 'score': 0.9451101}, {'id': 'https://openalex.org/keywords/seismic-data-processing', 'display_name': 'Seismic Data Processing', 'score': 0.608543}, {'id': 'https://openalex.org/keywords/seismic-to-simulation', 'display_name': 'Seismic to simulation', 'score': 0.5536818}, {'id': 'https://openalex.org/keywords/seismic-waveform-inversion', 'display_name': 'Seismic Waveform Inversion', 'score': 0.551281}, {'id': 'https://openalex.org/keywords/geomechanical-modeling', 'display_name': 'Geomechanical Modeling', 'score': 0.512281}, {'id': 'https://openalex.org/keywords/reservoir-simulation', 'display_name': 'Reservoir Simulation', 'score': 0.511343}], 'concepts': [{'id': 'https://openalex.org/C46293882', 'wikidata': 'https://www.wikidata.org/wiki/Q2080707', 'display_name': 'Petrophysics', 'level': 3, 'score': 0.9451101}, {'id': 'https://openalex.org/C127313418', 'wikidata': 'https://www.wikidata.org/wiki/Q1069', 'display_name': 'Geology', 'level': 0, 'score': 0.7672535}, {'id': 'https://openalex.org/C39267094', 'wikidata': 'https://www.wikidata.org/wiki/Q7446968', 'display_name': 'Seismic inversion', 'level': 3, 'score': 0.75837326}, {'id': 'https://openalex.org/C1893757', 'wikidata': 'https://www.wikidata.org/wiki/Q3653001', 'display_name': 'Inversion (geology)', 'level': 3, 'score': 0.71808654}, {'id': 'https://openalex.org/C165205528', 'wikidata': 'https://www.wikidata.org/wiki/Q83371', 'display_name': 'Seismology', 'level': 1, 'score': 0.5908161}, {'id': 'https://openalex.org/C64370902', 'wikidata': 'https://www.wikidata.org/wiki/Q7315329', 'display_name': 'Seismic to simulation', 'level': 4, 'score': 0.5536818}, {'id': 'https://openalex.org/C107673813', 'wikidata': 'https://www.wikidata.org/wiki/Q812534', 'display_name': 'Bayesian probability', 'level': 2, 'score': 0.5124009}, {'id': 'https://openalex.org/C8058405', 'wikidata': 'https://www.wikidata.org/wiki/Q46255', 'display_name': 'Geophysics', 'level': 1, 'score': 0.42417276}, {'id': 'https://openalex.org/C5900021', 'wikidata': 'https://www.wikidata.org/wiki/Q163082', 'display_name': 'Petrology', 'level': 1, 'score': 0.34817576}, {'id': 'https://openalex.org/C187320778', 'wikidata': 'https://www.wikidata.org/wiki/Q1349130', 'display_name': 'Geotechnical engineering', 'level': 1, 'score': 0.21680316}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.18060729}, {'id': 'https://openalex.org/C121332964', 'wikidata': 'https://www.wikidata.org/wiki/Q413', 'display_name': 'Physics', 'level': 0, 'score': 0.11425206}, {'id': 'https://openalex.org/C24552861', 'wikidata': 'https://www.wikidata.org/wiki/Q2670177', 'display_name': 'Data assimilation', 'level': 2, 'score': 0.07752821}, {'id': 'https://openalex.org/C153294291', 'wikidata': 'https://www.wikidata.org/wiki/Q25261', 'display_name': 'Meteorology', 'level': 1, 'score': 0.05562228}, {'id': 'https://openalex.org/C6648577', 'wikidata': 'https://www.wikidata.org/wiki/Q622669', 'display_name': 'Porosity', 'level': 2, 'score': 0.0}, {'id': 'https://openalex.org/C77928131', 'wikidata': 'https://www.wikidata.org/wiki/Q193343', 'display_name': 'Tectonics', 'level': 2, 'score': 0.0}, {'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.0}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': False, 'landing_page_url': 'https://doi.org/10.1190/segam2017-17588921.1', 'pdf_url': None, 'source': None, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}], 'best_oa_location': None, 'sustainable_development_goals': [{'score': 0.55, 'id': 'https://metadata.un.org/sdg/13', 'display_name': 'Climate action'}], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 13, 'referenced_works': ['https://openalex.org/W1538120041', 'https://openalex.org/W1574224119', 'https://openalex.org/W1967008706', 'https://openalex.org/W2070219376', 'https://openalex.org/W2082667383', 'https://openalex.org/W2110398209', 'https://openalex.org/W2110901365', 'https://openalex.org/W2126486604', 'https://openalex.org/W2171680516', 'https://openalex.org/W2323841792', 'https://openalex.org/W2518891195', 'https://openalex.org/W4256129314', 'https://openalex.org/W639475909'], 'related_works': ['https://openalex.org/W4387230270', 'https://openalex.org/W3092806023', 'https://openalex.org/W2746646443', 'https://openalex.org/W2471474995', 'https://openalex.org/W2383644979', 'https://openalex.org/W2323764174', 'https://openalex.org/W2168225771', 'https://openalex.org/W2077263083', 'https://openalex.org/W1993696404', 'https://openalex.org/W123647398'], 'abstract_inverted_index': {'PreviousNext': [0], 'No': [1], 'AccessSEG': [2], 'Technical': [3, 357, 414], 'Program': [4, 358, 415], 'Expanded': [5, 359, 416], 'Abstracts': [6, 360, 417], '2017Bayesian': [7], 'petrophysics': [8, 400], 'inversion': [9, 108, 136, 222, 287, 308, 337, 401], 'of': [10, 25, 36, 56, 72, 205, 227, 265, 273, 380, 383, 402], 'seismic': [11, 16, 57, 68, 74, 94, 236, 403, 408], 'data': [12, 237, 404], 'based': [13, 78, 153, 166, 405], 'on': [14, 79, 154, 167, 295, 406], 'linearized': [15, 140, 144, 407], 'and': [17, 33, 64, 89, 92, 143, 159, 162, 189, 202, 231, 238, 250, 279, 299, 345, 395, 409], 'rock': [18, 63, 145, 149, 193, 230, 328, 410], 'physics': [19, 102, 146, 150, 194, 411], 'modelingAuthors:': [20], 'Xiaozheng': [21, 393], 'LangDario': [22], 'GranaXiaozheng': [23], 'LangUniversity': [24], 'WyomingSearch': [26, 37], 'for': [27, 38, 224], 'more': [28, 39], 'papers': [29, 40], 'by': [30, 41, 377], 'this': [31, 42, 131], 'author': [32], 'Dario': [34, 396], 'GranaUniversity': [35], 'authorhttps://doi.org/10.1190/segam2017-17588921.1': [43], 'SectionsSupplemental': [44], 'MaterialAboutPDF/ePub': [45], 'ToolsAdd': [46], 'to': [47, 61, 118, 178, 254, 260, 302], 'favoritesDownload': [48], 'CitationsTrack': [49], 'CitationsPermissions': [50], 'ShareFacebookTwitterLinked': [51], 'InRedditEmail': [52], 'Abstract': [53], 'The': [54, 70, 148, 172, 212, 270, 289], 'goal': [55], 'reservoir': [58, 121, 271], 'characterization': [59], 'is': [60, 77, 152, 165, 174, 196, 216], 'estimate': [62], 'fluid': [65, 90, 184, 187, 232, 280], 'properties': [66, 201, 233, 272], 'from': [67, 234, 285], 'data.': [69], 'solution': [71, 264], 'the': [73, 80, 97, 105, 120, 192, 203, 206, 225, 228, 242, 247, 251, 262, 266, 286, 378], 'inverse': [75, 268], 'problem': [76], 'forward': [81, 98, 214], 'models': [82, 99], 'that': [83, 138], 'describe': [84], 'physical': [85], 'relationships': [86], 'between': [87, 104], 'lithology': [88], 'parameters': [91], 'their': [93], 'response.': [95], 'If': [96], 'indicate': [100], 'nonlinear': [101], 'relations': [103], 'variables,': [106], 'advanced': [107], 'methods,': [109], 'such': [110], 'as': [111, 257], 'stochastic': [112], 'optimization': [113], 'algorithms,': [114], 'should': [115], 'be': [116, 255], 'adopted': [117], 'predict': [119], 'properties.': [122], 'However,': [123], 'these': [124, 200], 'methods': [125], 'are': [126, 282], 'generally': [127], 'time': [128], 'consuming.': [129], 'In': [130, 241], 'paper,': [132], 'we': [133, 245], 'propose': [134], 'an': [135], 'approach': [137], 'combined': [139, 213], 'AVO': [141], 'modeling': [142], 'relations.': [147], 'model': [151, 158, 195, 207, 215, 249], "Nur's": [155], 'critical': [156], 'porosity': [157], "Gassmann's": [160], 'equations': [161], 'its': [163], 'linearization': [164, 173, 204], 'first-order': [168], 'Taylor': [169], 'series': [170], 'approximation.': [171, 211], 'computed': [175, 284], 'with': [176, 306, 335, 375], 'respect': [177], 'solid': [179, 182], 'elastic': [180], 'moduli,': [181], 'density,': [183], 'bulk': [185], 'modulus,': [186], 'density': [188], 'porosity.': [190], 'Indeed,': [191], 'almost': [197], 'linear': [198], 'in': [199, 219, 341, 372], 'provides': [208], 'a': [209, 220, 296, 303], 'good': [210], 'then': [217, 283, 300], 'used': [218], 'Bayesian': [221, 243, 267, 339], 'workflow': [223], 'estimation': [226], 'above-mentioned': [229], 'pre-stack': [235], 'well': [239], 'logs.': [240], 'inversion,': [244], 'assume': [246], 'prior': [248], 'error': [252], 'term': [253], 'distributed': [256], 'Gaussian': [258], 'distribution': [259], 'derive': [261], 'analytical': [263], 'problem.': [269], 'interest,': [274], 'i.e.': [275], 'porosity,': [276], 'mineral': [277], 'volumes,': [278], 'saturations,': [281], 'results.': [288, 309], 'proposed': [290], 'method': [291], 'was': [292], 'first': [293], 'validated': [294], 'synthetic': [297], 'dataset': [298, 305], 'applied': [301], 'field': [304], 'satisfactory': [307], 'Presentation': [310, 322], 'Date:': [311], 'Tuesday,': [312], 'September': [313], '26,': [314], '2017': [315, 365, 370, 390], 'Start': [316], 'Time:': [317], '8:55': [318], 'AM': [319], 'Location:': [320], '330A': [321], 'Type:': [323], 'ORAL': [324], 'Keywords:': [325], 'statistical,': [326, 327], 'physics,': [329], 'seismicPermalink:': [330], 'https://doi.org/10.1190/segam2017-17588921.1FiguresReferencesRelatedDetailsCited': [331], 'byTime-lapse': [332], 'amplitude': [333], 'variation': [334], 'offset': [336], 'using': [338], 'theory': [340], 'two-phase': [342], 'mediaLongxiao': [343], 'Zhi': [344], 'Hanming': [346], 'Gu1': [347], 'April': [348], '2019': [349], '|': [350], 'GEOPHYSICS,': [351], 'Vol.': [352], '84,': [353], 'No.': [354], '3': [355], 'SEG': [356, 413], '2017ISSN': [361], '(print):1052-3812': [362], 'ISSN': [363], '(online):1949-4645Copyright:': [364], 'Pages:': [366], '6093': [367], 'publication': [368], 'data©': [369], 'Published': [371], 'electronic': [373], 'format': [374], 'permission': [376], 'Society': [379], 'Exploration': [381, 384], 'GeophysicistsPublisher:Society': [382], 'Geophysicists': [385], 'HistoryPublished': [386], 'Online:': [387], '17': [388], 'Aug': [389], 'CITATION': [391], 'INFORMATION': [392], 'Lang': [394], 'Grana,': [397], '(2017),': [398], '"Bayesian': [399], 'modeling,"': [412], ':': [418], '3087-3091.': [419], 'https://doi.org/10.1190/segam2017-17588921.1': [420], 'Plain-Language': [421], 'Summary': [422], 'Keywordsstatisticalstatisticalrock': [423], 'physicsseismicPDF': [424], 'DownloadLoading': [425], '...': [426]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2746646443', 'counts_by_year': [{'year': 2019, 'cited_by_count': 1}], 'updated_date': '2024-09-15T01:05:07.758088', 'created_date': '2017-08-31'}