Author: Teng Yong NgPublisher:
ISBN:
Category : Composite materials
Languages : en
Pages : 156
Book Description
Symposium Q: Computational Materials Design at All Scales
Author: Teng Yong NgPublisher:
ISBN:
Category : Composite materials
Languages : en
Pages : 156
Book Description
Symposium Q: Computational Materials Design at All Scales: from Theory to Application
Author: Teng Yong NgComputational Materials System Design
Author: Dongwon ShinPublisher: Springer
ISBN: 3319682806
Category : Technology & Engineering
Languages : en
Pages : 239
Book Description
This book provides state-of-the-art computational approaches for accelerating materials discovery, synthesis, and processing using thermodynamics and kinetics. The authors deliver an overview of current practical computational tools for materials design in the field. They describe ways to integrate thermodynamics and kinetics and how the two can supplement each other.
Computational Materials Design
Author: Tetsuya SaitoPublisher:
ISBN: 9783662039243
Category :
Languages : en
Pages : 308
Book Description
Computational Materials Science Across Time and Length Scales
Author: Atomic Scale Materials Design
Author: Information Science for Materials Discovery and Design
Author: Turab LookmanPublisher: Springer
ISBN: 331923871X
Category : Technology & Engineering
Languages : en
Pages : 316
Book Description
This book deals with an information-driven approach to plan materials discovery and design, iterative learning. The authors present contrasting but complementary approaches, such as those based on high throughput calculations, combinatorial experiments or data driven discovery, together with machine-learning methods. Similarly, statistical methods successfully applied in other fields, such as biosciences, are presented. The content spans from materials science to information science to reflect the cross-disciplinary nature of the field. A perspective is presented that offers a paradigm (codesign loop for materials design) to involve iteratively learning from experiments and calculations to develop materials with optimum properties. Such a loop requires the elements of incorporating domain materials knowledge, a database of descriptors (the genes), a surrogate or statistical model developed to predict a given property with uncertainties, performing adaptive experimental design to guide the next experiment or calculation and aspects of high throughput calculations as well as experiments. The book is about manufacturing with the aim to halving the time to discover and design new materials. Accelerating discovery relies on using large databases, computation, and mathematics in the material sciences in a manner similar to the way used to in the Human Genome Initiative. Novel approaches are therefore called to explore the enormous phase space presented by complex materials and processes. To achieve the desired performance gains, a predictive capability is needed to guide experiments and computations in the most fruitful directions by reducing not successful trials. Despite advances in computation and experimental techniques, generating vast arrays of data; without a clear way of linkage to models, the full value of data driven discovery cannot be realized. Hence, along with experimental, theoretical and computational materials science, we need to add a “fourth leg’’ to our toolkit to make the “Materials Genome'' a reality, the science of Materials Informatics.
Bio-inspired Computing: Theories and Applications
Author: Linqiang PanPublisher: Springer Nature
ISBN: 9811534152
Category : Computers
Languages : en
Pages : 737
Book Description
This two-volume set (CCIS 1159 and CCIS 1160) constitutes the proceedings of the 14th International Conference on Bio-inspired Computing: Theories and Applications, BIC-TA 2019, held in Zhengzhou, China, in November 2019. The 122 full papers presented in both volumes were selected from 197 submissions. The papers in the two volumes are organized according to the topical headings: evolutionary computation and swarm intelligence; bioinformatics and systems biology; complex networks; DNA and molecular computing; neural networks and articial intelligence.
CERN Courier
Author: European Organization for Nuclear ResearchPublisher:
ISBN:
Category : Nuclear energy
Languages : en
Pages : 576
Book Description
This journal is devoted to the latest research on physics, publishing articles on everything from elementary particle behavior to black holes and the history of the universe.
Index of Conference Proceedings
Author: British Library. Document Supply CentrePublisher:
ISBN:
Category : Conference proceedings
Languages : en
Pages : 870
Book Description