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  • Scientific Machine Learning with Engineering Applications

    Series series Artificial Intelligence (R0)
    This book equips readers with a rigorous and practical framework for solving complex engineering problems directly from governing equations using modern machine learning techniques. It bridges established principles from mechanics, numerical analysis, and scientific computing with emerging physics-based learning approaches, enabling reliable modeling, simulation, optimization, and inverse analysis ... Leer más

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  • Quantum Computing

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  • Photonic Neural Networks with Spatiotemporal Dynamics

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    Series series Computer Science (R0)
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  • Multiscale Structural Topology Optimization

    de Liang Xia ...
    Multiscale Structural Topology Optimization discusses the development of a multiscale design framework for topology optimization of multiscale nonlinear structures. With the intention to alleviate the heavy computational burden of the design framework, the authors present a POD-based adaptive surrogate model for the RVE solutions at the microscopic scale and make a step further towards the design ... Leer más

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  • Quantum Chemistry in the Age of Machine Learning

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    Quantum chemistry is simulating atomistic systems according to the laws of quantum mechanics, and such simulations are essential for our understanding of the world and for technological progress. Machine learning revolutionizes quantum chemistry by increasing simulation speed and accuracy and obtaining new insights. However, for nonspecialists, learning about this vast field is a formidable ... Leer más

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  • Artificial Intelligence for Scientific Discoveries

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    de Raban Iten ...
    Series series Physics and Astronomy (R0)
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  • Science: Image In Action - Proceedings Of The 7th International Workshop On Data Analysis In Astronomy "Livio Scarsi And Vito Digesu"

    Series series The Science And Culture Series - Astrophysics
    The book gathers articles that were exposed during the seventh edition of the Workshop “Data Analysis in Astronomy”. It illustrates a current trend to search for common expressions or models transcending usual disciplines, possibly associated with some lack in the Mathematics required to model complex systems. In that, data analysis would be at the epicentre and a key facilitator of some current ... Leer más

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  • Radionics: Theory, Engineering and Practice

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  • Statistical Methods for Materials Science

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    Series series IEEE Press Series on Electromagnetic Wave Theory and Applications
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  • Computation, Optimization, and Machine Learning in Seismology

    Series series AGU Advanced Textbooks
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