Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
612-822-4611

  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Artificial Intelligence in Earth Science: Best Practices and Fundamental Challenges

Artificial Intelligence in Earth Science: Best Practices and Fundamental Challenges

Sun, Ziheng
Cristea, Nicoleta
Rivas, Pablo

Paperback

Geology

ISBN10: 0323917372
ISBN13: 9780323917377
Publisher: Elsevier
Published: Apr 26 2023
Pages: 430
Weight: 1.62
Height: 0.87 Width: 7.50 Depth: 9.25
Language: English
Artificial Intelligence in Earth Science: Best Practices and Fundamental Challenges provides a comprehensive, step-by-step guide to AI workflows for solving problems in Earth Science. The book focuses on the most challenging problems in applying AI in Earth system sciences, such as training data preparation, model selection, hyperparameter tuning, model structure optimization, spatiotemporal generalization, transforming model results into products, and explaining trained models. In addition, it provides full-stack workflow tutorials to help walk readers through the whole process, regardless of previous AI experience.

The book tackles the complexity of Earth system problems in AI engineering, fully guiding geoscientists who are planning to implement AI in their daily work.

Also in

Geology

View All