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portada Uncertainty Quantification and Model Calibration
Type
Physical Book
Publisher
Author
Language
English
Pages
226
Format
Hardcover
Dimensions
24.4 x 17.0 x 1.4 cm
Weight
0.56 kg.
ISBN13
9789535132790
Categories

Uncertainty Quantification and Model Calibration

Hessling, Jan Peter (Author) · Intechopen · Hardcover

Uncertainty Quantification and Model Calibration - Hessling, Jan Peter

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Synopsis "Uncertainty Quantification and Model Calibration"

Uncertainty quantification may appear daunting for practitioners due to its inherent complexity but can be intriguing and rewarding for anyone with mathematical ambitions and genuine concern for modeling quality. Uncertainty quantification is what remains to be done when too much credibility has been invested in deterministic analyses and unwarranted assumptions. Model calibration describes the inverse operation targeting optimal prediction and refers to inference of best uncertain model estimates from experimental calibration data. The limited applicability of most state-of-the-art approaches to many of the large and complex calculations made today makes uncertainty quantification and model calibration major topics open for debate, with rapidly growing interest from both science and technology, addressing subtle questions such as credible predictions of climate heating.

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The binding of this edition is Hardcover.

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