Inverse Engineering Handbook (Handbook Series for Mechanical Engi...

Inverse Engineering Handbook (Handbook Series for Mechanical Engineering) 2nd Edition



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English | 2026 | ISBN: 1032868813 | 696 pages | True PDF | 31.5 MB

Inverse Engineering Handbook, Second Edition, is a comprehensive resource that details methods of determining a “cause” from an observed “effect,” allowing readers to understand, implement, and benefit from a variety of problem-solving techniques.

Leading experts in inverse problems have joined to produce a new edition of Inverse Engineering Handbook. Along with the revision of the existing chapters, this second edition includes four new chapters: a new chapter on the classical Tikhonov regularization technique, a new chapter on the topic of filter coefficient concepts for linear problems, a chapter dedicated to Bayesian solutions of inverse problems, and finally, a new chapter on machine learning and artificial intelligence. The focus of most of the work in this new edition is on parabolic and elliptic problems typified by transient and steady-state heat conduction; however, the scope of application extends to any mathematically similar problems (in chemical transport, mass transfer, etc.).