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Keywords: synthetic data
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Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 4–7, 2020
Paper Number: OTC-30723-MS
... to generate synthetic data for training ML models. A high-fidelity model generates virtual measurements where field sensors are not available. Access to such high-quality virtual measurements presents a paradigm shift for upstream analytics, as ML algorithms now have access to larger datasets for training...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 1–4, 2006
Paper Number: OTC-18326-MS
... results using synthetic and field galvanic array lateral logs. Synthetic data was simulated by means of benchmark models containing thin layers of different resistivities. Field data was acquired in an offshore Mediterranean well. In both synthetic and field cases we demonstrate that our method...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 1–4, 2000
Paper Number: OTC-12050-MS
... are acquired in the dip direction for a subsurface which exhibits little variability in the crossline direction. Given the validity of this assumption, the relevant formulas for multiple prediction are presented and their strengths and weaknesses are illustrated with a number of synthetic data sets as well...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 4–7, 1998
Paper Number: OTC-8726-MS
.... Then, we start the inversion by inputing the initial model of each trace into the trained BP network and propagating the output errors backward through the network iteratively to modify the input stratum model. The inversion is verified and its robustness analyzed using synthetic data. A field case...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 5–8, 1997
Paper Number: OTC-8317-MS
... . adjacent swath stack amplitude izo variation spatial swath direction application wide tow marine seismic survey streamer geometry amplitude synthetic data reflector acquisition geometry upstream oil & gas sail line reservoir characterization OTe 8317 Wide Tow Marine Seismic Surveys...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 5–8, 1997
Paper Number: OTC-8351-MS
...GTC 8351 The Influence of Data Processing Parameters on Seismic Quality Attributes: A Synthetic Data Study Tim Brice & Phil Armstrong, Schlumberger Geco-Prakla Copyright 1997, OIIshore Technology Conference This paper was prepared for presentation at the 1997 OIIshore Technology Conference held...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 6–9, 1996
Paper Number: OTC-8013-MS
... upstream oil & gas receiver tube-wave noise accuracy velocity model tube wave salt flank cross-section nearby well variation single-well seismic imaging two-dimensional acoustic wave equation salt flank flank synthetic data migration borehole reservoir characterization...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 1–4, 1989
Paper Number: OTC-5993-MS
.... Note that for synthetic data generation we assume the induction limit to hold so that the system frequency is not involved. Applications to low frequency data, however, will be shown later. The position of the end points Pi and pz of the ice keel must now be chosen. These can be arbitrary as long...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, May 2–5, 1988
Paper Number: OTC-5678-MS
... and their geometry. The Density and Interval Velocity logs provided velocity and bulk density parameters for each layer. The measured VSP was acquired with the source deployed at the rig and receivers spaced at 50-foot intervals from 11,300 feet to 8900 feet in the vertical well. A synthetic data set was gener- ated...
Proceedings Papers
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference, April 27–30, 1987
Paper Number: OTC-5379-MS
... of the structure. Since the amplitude variation with offset is difficult to preserve during any data-processing step it is not certain in advance that DMO will improve the interpretation. The results pre- sented here were obtained using synthetic data and there are many effects such as attenuation and transmission...