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Titlebook: Machine Learning in Molecular Sciences; Chen Qu,Hanchao Liu Book 2023 The Editor(s) (if applicable) and The Author(s), under exclusive lic

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楼主: Jaundice
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Book 2023uting hardware, algorithms, and data accumulation. This book presents recent machine learning applications in the broad research field of molecular sciences. Written by an international group of renowned experts, this edited volume covers both the machine learning methodologies and state-of-the-art
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Machine Learning Applications in Chemical Kinetics and Thermochemistry,cular thermochemistry and kinetic properties, with an emphasis on advances in deep learning-based molecular property and reaction kinetics prediction. The pros and cons of commonly used conventional theoretical models are also discussed in this chapter.
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,Machine-Learning for Static and Dynamic Electronic Structure Theory,e calculations with concrete examples. This chapter highlights that fusing concepts of machine learning and density functional theory holds the promise to greatly advance electronic structure calculations enabling unprecedented applications for in-silico materials discovery and the search for novel chemical reaction pathways.
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Matthew C. Barry,Satish Kumar,Surya R. Kalidindi, isothermal sections, temperature-composition sections, thermodynamics, materials properties and applications, and miscellanea. Finally, a detailed bibliography of all cited references is provided....In the pr978-3-540-32594-9Series ISSN 1615-1844 Series E-ISSN 1616-9522
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Lung-Yi Chen,Yi-Pei Li, isothermal sections, temperature-composition sections, thermodynamics, materials properties and applications, and miscellanea. Finally, a detailed bibliography of all cited references is provided....In the pr978-3-540-32594-9Series ISSN 1615-1844 Series E-ISSN 1616-9522
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