Isbn: 9780443222566 - materials informatics: molecules, crystals, and beyond (13 risultati)

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Paperback. Condizione: new. Paperback. Materials Informatics: Molecules, Crystals and Beyond Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

Paperback. Condizione: New. Materials Informatics: Molecules, Crystals, and Beyond discusses the role of information science in aiding the discovery and interpretation of multiscale relationships that are critical to materials discovery, design, and optimization.The book anchors Materials Informatics as being at the intersection of thermodynamics and information theory. This perspective offers a framework for navigating the multidimensional complexities of modern materials science. The use of informatics in a wide array of applications is discussed, ranging from thermodynamic modeling to autonomous experimentation. Key challenges and strategies in Materials Informatics are explored, including the development of physics-/chemistry-informed data representations of structure and properties, the application of machine learning for structure and property prediction and screening for targeted properties, and the utilization of techniques such as graphics recognition, foundational artificial intelligence, and statistically driven visualization tools in deciphering processing-structure-property-performance relationships in materials.The book provides a valuable reference for academic and industrial researchers, as well as graduate students, interested in the role of informatics as an integral part of materials science and engineering.…

Paperback. Condizione: Brand New. 380 pages. 9.00x6.00x9.02 inches. In Stock.

Condizione: New. Explores the nature of data curation from the perspective of both data production and consumption and the different paradigms of data managementHighlights the role of informatics in correlative imaging for different genres of microscopy met.

Taschenbuch. Condizione: Neu. Neuware - Materials Informatics: Molecules, Crystals and Beyond discusses the role of information science in aiding the discovery and interpretation of multiscale relationships that are critical for materials discovery, design, and optimization. The book covers key challenges in applying information science methods to materials science, including the multidimensional nature of structure-property relationships, data sparsity, and the nature and sources of uncertainty, along with a brief overview of the algorithmic tools used for unsupervised and supervised learning.Building on these topics, chapters then cover the development of physics/chemistry informed data representations of structure and properties, the application of machine learning for structure and property prediction and screening for targeted properties, and the utilization of techniques such a graphics recognition, natural language processing, and statistically driven visualization tools in deciphering processing-structure-property-performance relationships in materials.…

Paperback. Condizione: new. Paperback. Materials Informatics: Molecules, Crystals and Beyond Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.

Paperback. Condizione: Brand New. 380 pages. 9.00x6.00x9.02 inches. In Stock.

Taschenbuch. Condizione: Neu. Materials Informatics | Molecules, Crystals, and Beyond | Krishna Rajan | Taschenbuch | Acta Materialia Book Series | Einband - flex.(Paperback) | Englisch | 2026 | Elsevier - Health Sciences Division | EAN 9780443222566 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu. …

Paperback. Condizione: New. Materials Informatics: Molecules, Crystals and Beyond discusses the role of information science in aiding the discovery and interpretation of multiscale relationships that are critical for materials discovery, design, and optimization. The book covers key challenges in applying information science methods to materials science, including the multidimensional nature of structure-property relationships, data sparsity, and the nature and sources of uncertainty, along with a brief overview of the algorithmic tools used for unsupervised and supervised learning.Building on these topics, chapters then cover the development of physics/chemistry informed data representations of structure and properties, the application of machine learning for structure and property prediction and screening for targeted properties, and the utilization of techniques such a graphics recognition, natural language processing, and statistically driven visualization tools in deciphering processing-structure-property-performance relationships in materials.…

Paperback. Condizione: new. Paperback. Materials Informatics: Molecules, Crystals and Beyond Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.