publication_number
stringlengths
12
17
title
stringlengths
18
162
cpc_codes
stringlengths
13
235
cpc_definitions
stringlengths
23
2.52k
filing_date
stringlengths
20
20
inventors
stringlengths
11
180
companies
stringclasses
11 values
split_preprocessed_combined_text
stringlengths
5.95k
63.8k
sentence_counts
int64
24
257
multi_aspect_labels
stringlengths
82
967
multi_aspect_textual_topics
stringlengths
4.1k
44.8k
multi_aspect_probabilities
stringlengths
27.2k
292k
multi_aspect_embeddings
stringlengths
16k
16.2k
flattened_multi_aspect_embeddings
stringlengths
76
78
aggregated_topic_names
stringlengths
113
664
aggregated_representation
stringlengths
414
2.48k
aggregated_keybert_keywords
stringlengths
192
1.43k
aggregated_mmr_keywords
stringlengths
217
1.33k
aggregated_pos_keywords
stringlengths
202
1.26k
aggregated_openai_titles
stringlengths
246
1.49k
aggregated_representative_docs
stringlengths
2.15k
13k
'US20200248508A1'
'Method and System for Directional Drilling'
['E21B7/068', 'E21B44/02', 'E21B44/04', 'E21B44/06', 'E21B47/024', 'E21B7/10']
"['Deflecting the direction of boreholes drilled by a down-hole drilling motor', 'Automatic control (...TRUNCATED)
2020-04-05T13:00:00Z
"['Wayne Kotovsky', 'Ginger Vinyard Hildebrand', 'Chunling Gu Coffman', 'Matthew Summers', 'Rustam I(...TRUNCATED)
['Schlumberger Technology Corp']
"['directional drilling starting stopping spatial position sequence sliding rotary drilling determin(...TRUNCATED)
115
"[-1, 0, -1, -1, -1, 0, -1, -1, -1, -1, -1, 0, -1, -1, 0, -1, 0, 0, -1, -1, -1, 0, 0, 0, 0, -1, -1, (...TRUNCATED)
"['data drilling information formation fluid drill time model surface reservoir flow equi(...TRUNCATED)
"[0.2680627590810251, 0.009091473802098614, 0.0972618470017896, 0.06058648262851662, 0.0104139397567(...TRUNCATED)
"[-0.6630443334579468, -0.23277808725833893, 0.36021187901496887, -0.15454967319965363, -0.036061648(...TRUNCATED)
[-0.7093619 -0.17872451 0.15869674 ... 0.24659593 0.41442233 -0.5631151 ]
"['16_spirit_person_appreciate_depart', '20_computer_media_network_processor', '14_memory_storage_me(...TRUNCATED)
"node ascertain port surface processor sleeve readable information flow depth removable gate code ca(...TRUNCATED)
"chips intention drilling wirelessly server pipe practical comply cache exemplify pump wired multico(...TRUNCATED)
"ram drilling casing perform storage model printer eccentric graphics article comply operable media (...TRUNCATED)
"volatile data drilling perform storage random model time printer interpret eccentric article operab(...TRUNCATED)
"['\"Wireless Network Interface for Mobile Communication and Graphics Display\"', 'Drill String Flui(...TRUNCATED)
"['perform metal casing penetrating subterranean formation foregoing person better understand person(...TRUNCATED)
'US20190145239A1'
'Field Operations System with Particle Filter'
"['E21B44/00', 'E21B21/08', 'E21B49/003', 'G01V1/50', 'G01V11/00', 'G06F17/15', 'G06F17/16', 'G06F30(...TRUNCATED)
"['Automatic control systems specially adapted for drilling operations, i.e. self-operating systems (...TRUNCATED)
2018-11-15T14:00:00Z
['Richard Meehan', 'Yingwei Yu', 'Qiuhua Liu', 'Sylvain Chambon', 'Mohammad Hamzah']
['Schlumberger Technology Corp']
"['data equipment responsive operation equipment environment equipment environment dynamic particle (...TRUNCATED)
216
"[8, 8, 8, -1, 8, 8, 8, -1, -1, -1, 8, 8, 8, -1, -1, -1, -1, -1, -1, -1, -1, 0, 0, 0, -1, 0, -1, -1,(...TRUNCATED)
"['particle filter window dynamic time weighting latent map operational weight neural equ(...TRUNCATED)
"[1.0814008911280897e-306, 8.812587985358396e-308, 1.0987681871125284e-306, 1.642223519583572e-306, (...TRUNCATED)
"[-0.6782007813453674, -0.2371215969324112, 0.3622620403766632, -0.38635221123695374, -0.11839305609(...TRUNCATED)
[-0.7801056 -0.23271826 0.56854826 ... -0.06353345 0.5040221 -0.74193215]
"['5_chassis_mobile_mast_vertical', '48_screw_nail_wooden_equivalent', '39_differential_coherent_sol(...TRUNCATED)
"node transfer location frame environment development curve response center registry paper port exec(...TRUNCATED)
"wirelessly engineering incremental operating environment optimization cache ramp processor monitor (...TRUNCATED)
"environment development registry paper port executed readable helical sand flow petrel efficient de(...TRUNCATED)
"transfer location environment curve frame response registry surface processor water helical modelin(...TRUNCATED)
"['Streamlined Automated Production Process for Desired Products', '\"Wireless Network Interface for(...TRUNCATED)
"['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing(...TRUNCATED)
'US20220115157A1'
'High voltage supply for compact radiation generator'
"['G21G4/02', 'H05H3/06', 'G01V5/10', 'H01J2235/023', 'H01J35/00', 'H01J35/04', 'H01J35/14', 'H05G1/(...TRUNCATED)
"['Neutron sources', 'Generating neutron beams', 'Prospecting or detecting by the use of nuclear rad(...TRUNCATED)
2021-11-22T14:00:00Z
['Christian Stoller', 'Luke T. Perkins', 'Peter Wraight']
['Schlumberger Technology Corp']
"['disclosed radiation logging housing compact generator radiation power supply compact generator co(...TRUNCATED)
53
"[13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, -1, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13(...TRUNCATED)
"['voltage generator multiplier high neutron compact supply tube radiation target vacuum (...TRUNCATED)
"[1.2239122268305615e-306, 8.514086031723215e-308, 9.921221601707214e-307, 6.259270512308482e-307, 2(...TRUNCATED)
"[-0.4574818015098572, -0.7113308906555176, 0.8437431454658508, -0.4634672701358795, -0.372806698083(...TRUNCATED)
[-0.59737206 -0.670416 0.46473753 ... -0.20595844 -0.21256562 -0.8484733 ]
"['16_spirit_person_appreciate_depart', '13_voltage_generator_multiplier_high', '-1_data_drilling_in(...TRUNCATED)
"power data drilling shield interpret transformer model time casing ascertain insulating comply comp(...TRUNCATED)
"intention drilling transformer practical comply exemplify neutron rock electrical determined drill (...TRUNCATED)
"drilling casing shield transformer model comply compact neutron learning target depart flow equipme(...TRUNCATED)
"data drilling interpret model time compact appreciate neutron surface drill multiplier supply targe(...TRUNCATED)
"['Drilling Fluid Dynamics in Geologic Formation Modeling and Surface Equipment Operation', 'High Vo(...TRUNCATED)
"['basis designing carrying person realize equivalent depart spirit make spirit abstract end provide(...TRUNCATED)
'US20180298746A1'
'Rig operations information system'
['E21B47/04', 'E21B19/008', 'E21B19/02', 'E21B44/00']
"['Measuring depth or liquid level', 'Winding units, specially adapted for drilling operations', 'Ro(...TRUNCATED)
2016-10-17T13:00:00Z
['Geoffrey Peter Short', 'James Curtis Brannigan']
['Schlumberger Technology Corp']
"['data interface data inference engine data generate communication engine information data interfac(...TRUNCATED)
257
"[-1, -1, 3, -1, -1, -1, -1, -1, -1, 3, 2, -1, 2, -1, -1, 2, -1, -1, -1, -1, -1, 0, 0, 0, 0, 0, -1, (...TRUNCATED)
"['data drilling information formation fluid drill time model surface reservoir flow equi(...TRUNCATED)
"[0.07664592787873457, 0.004820895203485457, 0.07380787782715689, 0.18355468267490552, 0.01037116152(...TRUNCATED)
"[-0.6863950490951538, -0.12908393144607544, 0.24514400959014893, -0.413137286901474, -0.09156631678(...TRUNCATED)
[-1.2070237 0.19444898 0.1250314 ... -0.3175756 -0.11916642 -0.613186 ]
"['10_cement_casing_annulus_acoustic', '16_spirit_person_appreciate_depart', '48_screw_nail_wooden_e(...TRUNCATED)
"location ascertain environment curve development label response relevance center initiation registr(...TRUNCATED)
"wirelessly engineering incremental operating environment optimization processor monitor improvement(...TRUNCATED)
"environment development label registry paper port initiation improvement helical sand flow petrel e(...TRUNCATED)
"location environment curve label response relevance registry surface improvement water helical mode(...TRUNCATED)
"['Streamlined Automated Production Process for Desired Products', '\"Wireless Network Interface for(...TRUNCATED)
"['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing(...TRUNCATED)
'US20150377776A1'
'Probe using ultraviolet and infrared radiation for multi-phase flow analysis'
"['G01N21/8507', 'G01N21/3577', 'G01N21/33', 'G01N21/3504', 'G01N21/359', 'G01V3/30', 'G01V8/22', 'G(...TRUNCATED)
"['Probe photometers, i.e. with optical measuring part dipped into fluid sample', 'Investigating rel(...TRUNCATED)
2015-09-04T13:00:00Z
['Cheng-Gang Xie']
['Schlumberger Technology Corp']
"['multiphase flow disclosed disclosed optical immersion probe flow gap radiation measure multiphase(...TRUNCATED)
117
"[27, 4, 4, 4, -1, 4, -1, 4, 4, 4, -1, -1, 4, 4, 4, 4, 18, 27, 4, 4, 4, 4, 4, -1, 27, 27, 27, -1, -1(...TRUNCATED)
"['light absorption multiphase water liquid oil immersion probe gas optical condensate fl(...TRUNCATED)
"[0.10015626075353426, 0.013925124442926325, 0.08114583662015447, 0.06498397659829087, 0.06004890917(...TRUNCATED)
"[-0.5825284719467163, -0.4300498962402344, 0.6858686208724976, -0.19096899032592773, -0.13919863104(...TRUNCATED)
[-0.6561975 -0.19206925 0.3741834 ... -0.21964462 -0.98249954 0.00964659]
"['27_light_absorption_multiphase_water', '18_predominant_gas_type_condensate', '2_seismic_rock_data(...TRUNCATED)
"response liquid surface processor readable water modeling sand information flow principal depth ran(...TRUNCATED)
"interferometer optic geological drilling chips mineral bottle cable pipe fiber bentonite cache petr(...TRUNCATED)
"geological ram drilling casing flowing polymer model cable sampling surfactant exemplary light fibe(...TRUNCATED)
"volatile optic aqueous data drilling storage random model cable time surfactant light medium fiber (...TRUNCATED)
"['Formation Fluid Predominant Type and Matrix Composition Analysis Using Spectral Data', 'Distribut(...TRUNCATED)
"['flow pipe optical immersion probe multiphase flow gas phase liquid phase liquid phase water oil c(...TRUNCATED)
'US20150368549A1'
'Delayed water-swelling materials and method of use'
['C09K8/805', 'C09K8/035', 'C09K8/516', 'C09K8/68', 'C09K2208/18', 'E21B33/138']
"['Coated proppants', 'Organic additives', 'Compositions for plastering borehole walls, i.e. composi(...TRUNCATED)
2015-08-31T13:00:00Z
"['Dean M. Willberg', 'Marina Nikolaevna Bulova', 'Sergey Sokolov', 'Kseniya Nosova', 'Simon Gareth (...TRUNCATED)
['Schlumberger Technology Corp']
"['water absorbing composition particle core coating substantially core temporarily contact water co(...TRUNCATED)
97
"[1, 1, 1, 1, 1, 1, 1, -1, 1, 1, 1, 1, 1, -1, -1, 1, 1, 1, -1, -1, -1, 1, 1, 1, 1, 1, 1, -1, 1, 1, 1(...TRUNCATED)
"['acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel ami(...TRUNCATED)
"[0.16774760868335173, 0.2349586082265628, 0.08644207352419486, 0.06340059530237409, 0.0167671439207(...TRUNCATED)
"[-0.7381405234336853, -0.5588517189025879, 0.75810307264328, -0.25658246874809265, -0.2298879176378(...TRUNCATED)
[-0.8228062 -0.6211912 0.81556654 ... 0.58469766 -0.02583959 -0.23799548]
"['1_acid_aqueous_gravel_fluid', '-1_data_drilling_information_formation', '36_lost_circulation_zone(...TRUNCATED)
"aqueous data polymer size drilling casing model time forming amide surfactant gel agent return pump(...TRUNCATED)
"drilling mineral bentonite dispersed dried rock drill broken calcium hydrocarbon silica crystalliza(...TRUNCATED)
"drilling polymer casing model surfactant gel agent gravel learning sand filtration flow equipment g(...TRUNCATED)
"aqueous data drilling model time surfactant gel gravel surface cleavable drill water screen informa(...TRUNCATED)
"['Formation Fluid Treatment Using Aqueous Acid Composition and Gravel Pack Control', 'Drilling Flui(...TRUNCATED)
"['pumpable nonmetallic utility context lost circulation subterranean entering lost circulation zone(...TRUNCATED)
'US20190169985A1'
'Simultaneous distributed measurements on optical fiber'
"['E21B47/135', 'E21B47/123', 'E21B47/00', 'E21B47/06', 'E21B47/12', 'G01D5/35361', 'G01D5/35387', '(...TRUNCATED)
"['Means for transmitting measuring-signals or control signals from the well to the surface, or from(...TRUNCATED)
2017-07-25T13:00:00Z
"['Paul Frederick Cilgrim Dickenson', 'Gareth Lees', 'Jakub Szypicyn', 'Peter Wait', 'Colin Allan Wi(...TRUNCATED)
['Schlumberger Technology Corp']
"['technique distributed optical fiber desired measuring path disclosed distributed measuring combin(...TRUNCATED)
47
"[4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, -1, -1, 4, 4, -1, 4, 4, 4, -1, 4, -1, 4, 4, 4, 4, 22, -1, 4, 4(...TRUNCATED)
"['fiber optical optic sensor distributed cable light radiation response length probe inf(...TRUNCATED)
"[1.0641352421119935e-306, 8.705007737957377e-308, 1.3409921392788839e-306, 8.491013103707053e-307, (...TRUNCATED)
"[-0.6944339275360107, -0.3129366338253021, 0.6033918261528015, -0.07787879556417465, -0.15089412033(...TRUNCATED)
[-0.44859004 -0.26599112 0.64025867 ... -0.19019614 -0.3321929 -0.2271482 ]
"['16_spirit_person_appreciate_depart', '22_discontinuity_frequency_ratio_amplitude', '-1_data_drill(...TRUNCATED)
"frequency ascertain response surface dispersion information flow rev depth code card switch local m(...TRUNCATED)
"discontinuity interferometer optic intention drilling wirelessly cable practical comply fiber exemp(...TRUNCATED)
"drilling casing annulus amplitude model cable printer graphics exemplary comply fiber learning disp(...TRUNCATED)
"discontinuity frequency optic data drilling casing interpret amplitude model cable time printer lig(...TRUNCATED)
"['\"Wireless Network Interface for Mobile Communication and Graphics Display\"', 'Attenuation and D(...TRUNCATED)
"['frequency discontinuity discontinuity calculating phase velocity dispersion casing arrival signal(...TRUNCATED)
'US20160096988A1'
'Methods for Servicing Subterranean Wells'
['C09K8/36', 'C09K8/12', 'C09K8/5083', 'C09K8/512', 'E21B21/003', 'C09K2208/08', 'C09K2208/30']
"['Water-in-oil emulsions', 'Clay-free compositions containing synthetic organic macromolecular comp(...TRUNCATED)
2015-11-10T14:00:00Z
['Brent Busby', 'Philip F. Sullivan', 'Quanxin Guo', 'Lijun Lin']
['Schlumberger Technology Corp']
"['pumpable nonmetallic utility context lost circulation subterranean entering lost circulation zone(...TRUNCATED)
48
"[36, 36, 1, 36, -1, -1, -1, -1, -1, 36, 36, 36, 30, 16, 1, -1, 1, 1, 1, 1, 36, 1, 36, 36, -1, 36, -(...TRUNCATED)
"['lost circulation zone nonmetallic filtration cake gel emulsion barrier water compositio(...TRUNCATED)
"[2.0245768854633652e-306, 4.078632259468854e-307, 1.0570729840038494e-306, 8.391525422390634e-307, (...TRUNCATED)
"[-0.7240808606147766, -0.4985544681549072, 0.676719605922699, -0.20281703770160675, -0.181895151734(...TRUNCATED)
[-0.74666005 -0.31643397 0.20455551 ... 0.2910095 -0.11561579 -0.5443263 ]
"['16_spirit_person_appreciate_depart', '36_lost_circulation_zone_nonmetallic', '1_acid_aqueous_grav(...TRUNCATED)
"ascertain initiation surface improvement water sand filtration information flow granular task depth(...TRUNCATED)
"intention drilling mineral practical comply simplicity bentonite dispersed exemplify dried rock det(...TRUNCATED)
"direct drilling polymer casing model feature surfactant gel stage agent comply optional relationshi(...TRUNCATED)
"direct aqueous data drilling interpret model time feature surfactant gel optional appreciate gravel(...TRUNCATED)
"['Apparatus Improvement for Simplifying and Clarifying Direct Contact Diagrams', 'Nonmetallic Compo(...TRUNCATED)
"['pumpable nonmetallic utility context lost circulation subterranean entering lost circulation zone(...TRUNCATED)
'US20220213374A1'
'High density brine with low crystallization temperature'
"['C09K8/04', 'C09K8/05', 'C09K8/5045', 'C09K8/032', 'C09K8/426', 'C09K8/516', 'C09K8/572', 'E21B21/(...TRUNCATED)
"['Aqueous well-drilling compositions', 'Aqueous well-drilling compositions containing inorganic com(...TRUNCATED)
2021-10-14T13:00:00Z
['Steven Young', 'Hui Joyce Zhang', 'Xia Wei']
['Schlumberger Technology Corp']
"['fluid aqueous base fluid silica suspended aqueous base fluid fluid effect decreasing crystallizat(...TRUNCATED)
40
"[1, 3, 1, 0, -1, -1, -1, -1, 1, 1, 1, -1, -1, 1, 1, 1, -1, 1, 1, 1, 1, 15, 1, 1, -1, 1, 1, 1, -1, 1(...TRUNCATED)
"['acid aqueous gravel fluid composition screen water surfactant cleavable slurry gel ami(...TRUNCATED)
"[0.1691884326519646, 0.0989906578321061, 0.09972574684017363, 0.07630843715154627, 0.01879626587228(...TRUNCATED)
"[-0.9429773092269897, -0.5979186296463013, 0.6920933723449707, -0.04318664222955704, -0.25517621636(...TRUNCATED)
[-0.9251719 -0.801604 0.92202836 ... 0.47822452 0.50892556 -0.7995933 ]
"['16_spirit_person_appreciate_depart', '15_degradable_valve_tubular_position', '1_acid_aqueous_grav(...TRUNCATED)
"degradable ascertain curve port surface sleeve water sand information flow depth user drive formed (...TRUNCATED)
"choke intention data drilling mineral sampling pipe practical comply bentonite exemplify pump rock (...TRUNCATED)
"data polymer drilling casing annulus sampling model eccentric surfactant conditioner comply operabl(...TRUNCATED)
"aqueous degradable data drilling degrade interpret model time eccentric curve surfactant conditione(...TRUNCATED)
"['Degradable Fluid Flow Control Valve System in Tubular Housing', 'Drill String Fluid Flow and Rota(...TRUNCATED)
"['data formation fluid flowing formation fluid sampling apparatus parameter formation fluid flowing(...TRUNCATED)
'US20160146661A1'
'Fiber Optic Distributed Vibration Sensing With Wavenumber Sensitivity Correction'
"['G01V8/16', 'G01V1/18', 'G01H9/004', 'G01D5/35361', 'G01H5/00', 'G01V1/16', 'G01V1/184', 'G01V1/22(...TRUNCATED)
"['Detecting, e.g. by using light barriers using one transmitter and one receiver using optical fibr(...TRUNCATED)
2014-06-13T13:00:00Z
['Bence Papp', 'James Martin', 'Daniela Donno', 'Arthur Hartog']
['Schlumberger Technology Corp']
"['apparatus correcting sensitivity distributed fiber optic sensor disclosed distributed fiber optic(...TRUNCATED)
150
"[4, 4, 4, 4, 4, 4, 4, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, -1, -1, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 2, -1,(...TRUNCATED)
"['fiber optical optic sensor distributed cable light radiation response length probe inf(...TRUNCATED)
"[0.10519418629917751, 0.008303616046414823, 0.1341523884375975, 0.0822744633183477, 0.2509409638247(...TRUNCATED)
"[-0.534057080745697, -0.4690852463245392, 0.756467342376709, -0.01841944456100464, -0.1344981491565(...TRUNCATED)
[-0.46761334 -0.5570866 0.5982021 ... 0.00961649 0.261937 -0.6135024 ]
"['2_seismic_rock_data_modeling', '44_frequency_receiver_synchronization_transmitter', '22_discontin(...TRUNCATED)
"frequency curve response port surface dispersion sleeve modeling information parallel flow rev rece(...TRUNCATED)
"discontinuity interferometer optic geological drilling wirelessly cable pipe synchronize fiber petr(...TRUNCATED)
"geological interferometer drilling casing annulus preferably amplitude model cable printer eccentri(...TRUNCATED)
"discontinuity frequency optic interferometer data drilling casing amplitude model cable time printe(...TRUNCATED)
"['\"Wireless Network Interface for Mobile Communication and Graphics Display\"', 'Attenuation and D(...TRUNCATED)
"['frequency transmitter timing routine received receiver time interval transmitter times frequency (...TRUNCATED)
README.md exists but content is empty. Use the Edit dataset card button to edit it.
Downloads last month
3
Edit dataset card