Machine Learning in Science, Technology, Engineering and Mathematics – serie
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2 produkter
Emulation of Complex Fluid Flows
Projection-Based Reduced-Order Modeling and Machine Learning
Inbunden, 2025
2418 kr
Lägg i varukorg
While artificial intelligence has made significant strides in imaging and natural language processing, its utilization in engineering science remains relatively new. This book aims to introduce machine learning techniques to facilitate the emulation of complex fluid flows. The work focuses on …
Neural Stochastic Differential Equations for Probabilistic Modeling
Machine Learning, Sampling, and Inference
Av Qinsheng Zhang, Yongxin Chen
Inbunden, 2026
2230 kr
Kommande
Stochastic differential equations (SDEs) offer a natural framework for probabilistic modeling of high-dimensional data, and underlie much progress in generative AI. This book presents a scalable framework for SDEs in machine learning, developed by the authors: training neural networks to …