Embedding Physical Flow Functions into Deep Learning Predictive Models for Improved Production Forecasting

Syamil Mohd Razak, Jodel Cornelio, Young Cho, Hui-Hai Liu, Ravimadhav Vaidya, Behnam Jafarpour

Unconventional Resources Technology Conference (URTEC)

... systems and Liu et al. (2021b) for specific applications in petroleum engineering. These hybrid predictive models come in many flavors and in their most...

Unsupervised clustering of frequently repeated 4D seismic data for delineation of CO2 plume development

Boshara M. Arshin Sukar, Colin MacBeth

International Meeting for Applied Geoscience and Energy (IMAGE)

... as described in equations (3). Unsupervised learning approach Depending on the availability of production data, the causality relation of well2seis is redefined...

Spherical-Wave Computational AVO Modelling in Elastic and Anelastic Isotropic Two-Layer Media; #41564 (2015)

Arnim B. Haase, Charles P. Ursenbach

Search and Discovery.com

... be found in Aki and Richards (1980). They show that causality requires velocity dispersion, for which they derive the following approximate expression...

Mantle Origin of Global Sea-Level Fluctuations and Geomagnetic Reversals: Evidence from Non-Linear Dynamics

J. F. Collins, J. Bon

Indonesian Petroleum Association

... the motions of nonlinear dynamical systems, can be applied to sea-level and paleomagnetic data to support these ideas without derivings physical models...

Introductory: The Geosynclinal Concept

R. H. Dott Jr.

Special Publications of SEPM

... of Alpine Hercynian trends the pres position of the Urals and Hi upon intercratonic ent and the location of several modern trench systems far...

Benchmarking exploration predictions and performance using 20+ yr of drilling results: One company’s experience

Kurt W. Rudolph, and Frank J. Goulding

AAPG Bulletin

...) instead of reservoir quality (porosity or permeability). Hydrocarbon systems failures were widely distributed across source presence, maturity...

Sea-Level Changes: Mechanisms, Magnitudes and Rates

John F. Dewey, Walter C. Pitman

Special Publications of SEPM

... from the vertical motions of continents Stille 1924 promoted the idea of long periods of global relative tectonic stability during which only vertical...

Has the Golden Age of Gas Bypassed Australia?

Joshua Stabler

Australian Petroleum Production & Exploration Association (APPEA) Journal

... with implications on the life cycle commitment of brown coal assets (i.e. brown coal exit is aligned with renewable entry – not exact causality but strong...

Regional-Scale Marine Faunal Change in Eastern Australia During Permian Climate Fluctuations and Its Relationship to Local Community Restructuring

Matthew E. Clapham, Noel P. James

PALAIOS

... disruption, beyond the effects of increased temperature, but it is difficult to assess causality. CONCLUSIONS FIGURE 7—Temporal distribution...

Data-driven Analysis for Causality of Parent…child Interactions in the Bakken

Kyoung Suk Min, Alexander V. Chakhmakhchev, Xue Yu, Nicholas A. Azzolina, Darren D. Schmidt, Bethany A. Kurz, James A. Sorensen

Unconventional Resources Technology Conference (URTEC)

...Data-driven Analysis for Causality of Parent…child Interactions in the Bakken Kyoung Suk Min, Alexander V. Chakhmakhchev, Xue Yu, Nicholas...

Seismic Velocity Dispersion and the Petrophysical Properties of Porous Media

Search and Discovery.com

... dispersion depend on petrophysical properties, e.g., porosity, fractures, and fluid fill. The causality of seismic wave requires that the linkage...

Internal multiple elimination with an inverse-scattering theory guided deep neural network

Zhiwei Gu, Liurong Tao, Haoran Ren, Ru-Shan Wu, Jianhua Geng

International Meeting for Applied Geoscience and Energy (IMAGE)

...., 1991), called as “single-sided autofocusing”. Rose’s derivation is based on some basic physical principles, such as causality, linear superposition...

Australian Winter 2022: How Did We Get Here? Assessing the Energy Market Conditions in Australia

Joshua Stabler

Australian Petroleum Production & Exploration Association (APPEA) Journal

... (GWh p.a.) Fig. 14. NEM cumulative gas generation (GWh p.a.) vs ISP 2020 gas forecast. Conclusions Assessing causality The key conclusion from...

1992 AAPG Annual Meeting, June 22-25, 1992, Calgary, Alberta, - Abstracts, #91012 (1992).

Search and Discovery.com

Body size trends in Trigoniida bivalves from the Mesozoic Kutch, India

Debattam Sarkar, Shubhabrata Paul, Ranita Saha, Subhendu Bardhan, and Purbasha Rudra

PALAIOS

... are indicative of shallowing of basin with high terrigenous input, resulting in a transgressive systems tract (Bardhan et al. 1989; F¨ rsich and Pandey 2003...

Parsimonious Deconvolution

Jon F. Claerbout

Southeast Asia Petroleum Exploration Society (SEAPEX)

... procedure as described by Wiggins and Larner is a multichannel process. And furthermore as it was described, it had no facility for imposing causality...

Physics-based preconditioned multidimensional deconvolution in the time domain

David Vargas, Ivan Vasconcelos, Matteo Ravasi, Nick Luiken

International Meeting for Applied Geoscience and Energy (IMAGE)

... plus a radiating pattern with improved causality properties. Trace evaluation (Figure 3c) reveals that the unconstrained time-domain MDD (i.e., P = I...

Velocity estimation via model order reduction

Alexander V. Mamonov, Liliana Borcea, Josselin Garnier, Jrn Zimmerling

International Meeting for Applied Geoscience and Energy (IMAGE)

... of A , where k ≤ n increases gradually as the velocity estimation progresses. Due to causality of wave operator ROM, A is only affected by the k first 2k...

Geological and Bioregional Assessments: Assessing Direct and Indirect Impacts Using Causal Networks

Luk J. M. Peeters, Kate Holland, Cameron R. Huddlestone-Holmes

Australian Petroleum Production & Exploration Association (APPEA) Journal

... they find you. Groundwater 55(5), 665–669. doi:10.1111/gwat.12565 Perdicoulis, A., and Glasson, J. (2012). How clearly is causality communicated...

Seismic Quantitative Analysis for Physical-Based Deep Learning: The Teapot Dome and Niobrara Shale Examples

Nicolas Martin, Maria Donati

Unconventional Resources Technology Conference (URTEC)

... performance and 2) to improve causality over spurious correlations during the DL LSTM training stage as will be discussed in the next section...

Physical Oceanography of the Gulf of California: Chapter 25: Part V. Physical Oceanography, Primary Productivity, Sedimentology

N. A. Bray , J. M. Robles

AAPG Special Volumes

.... McCreary, J., 1976, Eastern tropical ocean response to changing wind systems with applications to El Nino: Journal of Physical Oceanography, v. 6, p...

The Coming Commodity Super Cycle

William DeMis

GCAGS Transactions

... photovoltaic systems and energy storage cost benchmarks, with minimum sustainable price analysis: National Renewable Energy Laboratory Technical...

Deformation of the Pennsylvanian Collings Ranch Conglomerate, Arbuckle Mountains, Southern Oklahoma: An Outcrop Mesoscale Intragranular and Intergranular Deformation Analogue to Subsurface Sandstone and Carbonate Reservoirs

James J. Willis, William G. Bixler, III

GCAGS Transactions

... environments are markedly different, grain-to-grain interactions nonetheless are remarkedly similar—indeed, in both clastic and packstone/grainstone systems...

Chapter 2: The Economic Effects of Giant Oil and Gas Discoveries

James Cust, Alexis Rivera-Ballesteros, David Mihalyi

AAPG Special Volumes

... correlations between resource dependence and worse economic performance do not prove causality on their own, because there may be other factors causing both...

CRITERIA FOR IDENTIFYING FOSSIL NUCLEAR REACTORS AND THEIR APPLICATION TO SASKATCHEWAN

K.E. Apt and E.A. Bryant

Saskatchewan Geological Society

... of the world. The causality between massive uranium vein formation and natural reactor phenomena is not nearly so well understood. We do not know...