Implementation and Interpretation of Machine and Deep Learning to Applied Subsurface Geological Problems : Prediction Models Exploiting Well-Log Information - David A.  Wood

Implementation and Interpretation of Machine and Deep Learning to Applied Subsurface Geological Problems

Prediction Models Exploiting Well-Log Information

By: David A. Wood

Paperback | 24 February 2025

Sorry, we are not able to source the book you are looking for right now.

We did a search for other books with a similar title, however there were no matches. You can try selecting from a similar category, click on the author's name, or use the search box above to find your book.

Implementation and Interpretation of Machine and Deep Learning to Applied Subsurface Geological Problems: Prediction Models Exploiting Well-Log Information explores machine and deep learning models for subsurface geological prediction problems commonly encountered in applied resource evaluation and reservoir characterization tasks. The book provides insights into how the performance of ML/DL models can be optimizedâ"and sparse datasets of input variables enhanced and/or rescaledâ"to improve prediction performances. A variety of topics are covered, including regression models to estimate total organic carbon from well-log data, predicting brittleness indexes in tight formation sequences, trapping mechanisms in potential sub-surface carbon storage reservoirs, and more. Each chapter includes its own introduction, summary, and nomenclature sections, along with one or more case studies focused on prediction model implementation related to its topic.

More in Energy Industries & Utilities

Mining and Energy Law : 2nd Edition - Samantha Hepburn

RRP $199.95

$159.75

20%
OFF
Slick : Australia's toxic relationship with Big Oil - Royce Kurmelovs
World Without End : The #1 International Bestseller - Jean-Marc Jancovici
Let's Tax Carbon : And Other Ideas for a Better Australia - Ross Garnaut
Servo: Tales from the Graveyard Shift - David Goodwin

RRP $34.99

$28.50

19%
OFF
Australia's Looming Energy Crisis : Can We Keep the Lights On? - Alan G. Lawrenson
China in Iraq after the War : From Underdog to Unassailable - Shirzad Azad
Oil : Object Lessons - Michael Tondre

RRP $19.99

$19.95

Nuclear Power Game - Ronald Babin

$30.25

Powering Up : Unleashing the Clean Energy Supply Chain - Alan Finkel