Zentropy

Zentropy
Author :
Publisher : CRC Press
Total Pages : 755
Release :
ISBN-13 : 9781003846291
ISBN-10 : 1003846297
Rating : 4/5 (97 Downloads)

Book Synopsis Zentropy by : Zi-Kui Liu

Download or read book Zentropy written by Zi-Kui Liu and published by CRC Press. This book was released on 2024-08-23 with total page 755 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book compiles selected publications authored or co-authored by the editor to present a comprehensive understanding of following topics: (1) fundamentals of thermodynamics, Materials GenomeĀ®, and zentropy theory; (2) zentropy theory for prediction of positive and negative thermal expansions. It is noted that while entropy at one scale is well represented by standard statistical mechanics in terms of probability of individual configurations at that scale, the theory capable of counting total entropy of a system from different scales is lacking. The zentropy theory provides a nested form for configurational entropy enabling multiscale modeling to account for disorder and fluctuations from the electronic scale based on quantum mechanics to the experimental scale based on statistical mechanics using free energies of individual configurations rather than their total energies in standard statistical mechanics. The predictions from the zentropy theory demonstrate remarkable agreements with experimental observations for magnetic transitions and associated emergent behaviors of strongly correlated metals and oxides, including singularity and instability at critical points and positive and negative thermal expansions, without the need of additional truncated models and fitting model parameters beyond density function theory. This paves the way to provide the predicted phase equilibrium data for high throughput predictive CALPHAD modeling of complex material systems, and those individual configurations may thus be considered as the genomic building blocks of individual phases in the spirit of Materials GenomeĀ®.


Zentropy Related Books

Zentropy
Language: en
Pages: 755
Authors: Zi-Kui Liu
Categories: Science
Type: BOOK - Published: 2024-08-23 - Publisher: CRC Press

DOWNLOAD EBOOK

This book compiles selected publications authored or co-authored by the editor to present a comprehensive understanding of following topics: (1) fundamentals of
Adweek
Language: en
Pages: 860
Authors:
Categories: Advertising
Type: BOOK - Published: 2002-04 - Publisher:

DOWNLOAD EBOOK

Brandweek
Language: en
Pages: 962
Authors:
Categories: Advertising
Type: BOOK - Published: 2005-04 - Publisher:

DOWNLOAD EBOOK

Machine Learning for Algorithmic Trading
Language: en
Pages: 822
Authors: Stefan Jansen
Categories: Business & Economics
Type: BOOK - Published: 2020-07-31 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensi
The Journal of the American Chamber of Commerce in Japan
Language: en
Pages: 740
Authors:
Categories: Industries
Type: BOOK - Published: 2000 - Publisher:

DOWNLOAD EBOOK