An Effective Physics-Based Deep Learning Model for Enhancing Production Surveillance and Analysis in Unconventional Reservoirs

Yuewei Pan, Ran Bi, Peng Zhou, Lichi Deng, John Lee

Unconventional Resources Technology Conference (URTEC)

...). LSTM was first introduced by Graves and Schmidhuber to overcome these hurdles such as gradient vanishing and exploding in addition to effectively scale...

Improving three-dimensional high-order seismic-stratigraphic interpretation for reservoir model construction: An example of geostatistical and seismic forward modeling of Permian San Andres shelf–Grayburg platform mixed clastic–carbonate strata

Yawen He, Charles Kerans, Hongliu Zeng, Xavier Janson, and Samuel Z. Scott

AAPG Bulletin

...-based exploding-reflector model (Clærbout et al., 1985; Janson and Fomel, 2011). This model simulates the acoustic wavefield and then migrates...

Identification of vehicles from seismic signals using machine learning

Xiaoxuan Zhu, Ji Zhang, Jie Zhang

International Meeting for Applied Geoscience and Energy (IMAGE)

... the challenge of diminishing or exploding gradients. The key principle behind LSTM network design lies in incorporating nonlinear, datadependent control...

Marine Seismic Sources: Part XII: Sound in the Sea

Martin Landrø, Lasse Amundsen

GEO ExPro Magazine

.... On the theoretical side advances were also made. In 1942 Kirkwood and Bethe derived an equation of motion for an exploding bubble in a compressible...

Cableless Confusion

Robert Heath

GEO ExPro Magazine

..., and there are reports of lithium batteries exploding, so some airfreight companies will not carry them. The worst of all worlds is probably the use...

Designing Coal-Bed Methane Seismic Acquisition Survey Parameters Using Finite Difference Modeling

Abdul Haris, Befriko Murdianto, Adriansyah

Indonesian Petroleum Association

... of the wavefield, shot records, as well as exploding reflector models. FD can be implemented using second order and fourth order approximation...

Mexico: Onshore to Offshore

M. Quentin Morton

GEO ExPro Magazine

... bigger than the famous Spindletop in Texas, exploding nearly 600 feet into the air and blowing 260,000 barrels of oil on the day it was capped...

Historical Analysis of the Real Global Price of Oil

William D. DeMis

Houston Geological Society Bulletin

... a long slide caused by exploding US deficits from fighting two post-9/11 wars (Paul and Quenemoen, 2003; DeMis, 2016). The greenback dropped 36% from...

The Role of Mud Volcanoes in Petroleum Systems: Examples from Timor, the South Caspian and the Caribbean

Paul Ware, La Ode Ichram

Indonesian Petroleum Association

... cm diameter bubble of methane exploding. Almost all oil fields in Azerbaijan are associated with mud volcanoes though the causality may only be due...

Underground Waste Management--A People Problem: GEOLOGIC NOTES

John C. Frye

AAPG Bulletin

... wastes that must be managed--recently has been increasing at a rate even faster than the rate of growth of our exploding population because...

GCAGS 54th Annual Convention, San Antonio, Texas, October 10-12, 2004; #90032 (2004)

Search and Discovery.com

ABSTRACT: Northern Gulf of Mexico: A Passive or Passive Active Margin?; #90007 (2002)

Ghulam Sarwar

Search and Discovery.com

... trending six hundred miles long Trans-Mexican Volcanic Belt, that goes right through Mexico City, may be a budding transform exploding up (Fig.1...

Canyons, Mystery and Solitude

John A. Frost

Utah Geological Association

... celestial event that took place in the early morning skies July 5, 1054, when an exploding star, the Crab Nebula, appeared suddenly as a very bright star...

Structure of Winnfield Salt Dome, Winn Parish, Louisiana

Robert B. Hoy, Richard M. Foose, B. J. O'Neill, Jr.

AAPG Bulletin

... exhibited exploding action and yielded ten times as much gas as the sample without bubble cavities. An estimate of the volume of the produced gas...

A History of the Development of the Pictured Cliffs Sandstone in the San Juan Basin of Northwestern New Mexico

Charles F. Brown

Four Corners Geological Society

... the formation is fractured by exploding a nuclear device in or slightly below the pay zone, has been pioneered at Project Gasbuggy. This technique causes...

The Wagon Wheel Project

Ann Chambers Noble

Petroleum History Institute

... the feasibility of exploding a nuclear device 19 miles southsoutheast of Pinedale, 18 miles east-northeast of Big Piney and Marbleton, Wyo., and 10...

Bradfords Double-Duty Oil Anniversary Year … 2021

Marilyn Black

Petroleum History Institute

... such as exploding nitroglycerin at the bottom of a well to stimulate additional oil production. That technique is depicted in Figure 3, a postcard based...

The Asteroidal Impact Theory and Some Geologic Evidence for Asteroidal Impacts on Earth: A discussion of Direct and Indirect Data of Extraterrestrial Bodies and Their Motions and How They May Have Affected Earth Structures

Robert E. Cohenour, Byron J. Sharp

Utah Geological Association

..., respectively, and overturning of trees would be 1.5 and 5.5 miles, respectively. Astapovitsch (1939) calculated that the exploding Tunguska meteorite...

New Perforating Switch Technology Advances Safety and Reliability for Horizontal Completions

Larry Albert, Joshua Dennis, Hema Prapoo

Unconventional Resources Technology Conference (URTEC)

.... American Petroleum Institute (API), Recommended Practice 67, Oilfield Explosives Safety, 3rd edition Owen Oil Tools, Exploding Bridgewire Detonators...

Preparing Indonesian Petroleum Professional Facing the Era of Globalization

Adi Harsono

Indonesian Petroleum Association

... consumption is increasing everywhere. In Asia it is exploding with up to 81% increase over the past decade, excluding Japan. Indonesia has been, and continues...

Application of Machine Learning for Production Forecasting for Unconventional Resources

Cheng Zhan, Sathish Sankaran, Vincent LeMoine, Jeremy Graybill, Didi-Ooi Sher Mey

Unconventional Resources Technology Conference (URTEC)

... time steps need to be run and we end up with a very deep unrolled RNN network, which may suffer from vanishing or exploding gradients problem...

Development in Canada in 1945

George S. Hume

AAPG Bulletin

... are to be made to revive production in Turner Valley by exploding large quantities of nitro-glycerine within the productive limestone. Jumpingpound: A second...

Energy resources--cornucopia or empty barrel? (Discussions & Reply)

Discussion: J. H. Laherrere; Discussion: C. J. Campbell; Discussion: R. C. Duncan; Reply: Peter J. McCabe, R. C. Duncan

AAPG Bulletin

... exploding: indeed, it is set to decline sharply in industrialized countries. Figure 4. The 1979 forecast for world population and oil production...

Geologic, Seismic, Climatic, and Oil Production Controls on Hydrocarbon Seepage, Al-Ahmadi, Southeast Kuwait, #20474 (2020).

Muhammad W. Ibrahim,

Search and Discovery.com

... Oil Field, which is situated beneath the afflicted Al-Ahmadi Town - in search of natural seepage(s) rather than man-made leakage(s) of the exploding gas...

Field Trip A1: Contamination in the South Mountain Batholith and Port Mouton Pluton, Southern Nova Scotia

D. Barrie Clarke, Saskia Erdmann

Atlantic Geoscience Society Special Publications

... Stop 1.4 – Contact Granodiorite / Meguma Group Stop 1.5 – Contaminated Granodiorite Stop 1.6 – Exploding Xenolith, Portuguese Cove Stop 1.7 – Peggys...