Isbn: 9783119142816 - computational methods in engineering, ai, and analysis: mathematical modeling, machine learning, optimization, and statistical analysis (2 risultati)

Condizione: New. Dr. Geeta Arora received her Ph.D. from IIT Roorkee, India, in 2011 and is currently a Professor in the Department of Mathematics at Lovely Professional University, Punjab. She has published around 65 Scopus-indexed research papers and a.

Buch. Condizione: Neu. Neuware - Computational Methods in Engineering, AI, and Analysis offers a comprehensive concept of modern computational mathematics, bringing together theoretical foundations, advanced numerical methods, and emerging data-driven approaches. The volume is structured across three key themes: mathematical modeling and computational techniques, engineering and physical system applications, and artificial intelligence with machine learning. It presents a collection of the methodologies such as wavelet-based methods, fractional calculus, finite element analysis, and hybrid AI models, with applications to the real-world problems in fluid dynamics, finance, healthcare, and environmental systems. With the contributions from the researchers across interdisciplinary fields, the book highlights the growing interaction between mathematics and the computational domain with the involvement of the advanced computational techniques to address the complex scientific challenges.…