Quantum Chemistry in the Age of Machine Learning. Pavlo O. Dral, Pavlo O. Dral

Quantum Chemistry in the Age of Machine Learning

Quantum-Chemistry-in-the-Age-of.pdf
ISBN: 9780323900492 | 560 pages | 14 Mb

Quantum Chemistry in the Age of Machine Learning
Pavlo O. Dral, Pavlo O. Dral
Page: 560
Format: pdf, ePub, fb2, mobi
ISBN: 9780323900492
Publisher: Elsevier Science

Download Quantum Chemistry in the Age of Machine Learning

Download free ebooks for ipad 2 Quantum Chemistry in the Age of Machine Learning in English iBook RTF by Pavlo O. Dral, Pavlo O. Dral

Overview

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 challenge. Quantum Chemistry in the Age of Machine Learning covers this exciting field in detail, ranging from basic concepts to comprehensive methodological details to providing detailed codes and hands-on tutorials. Such an approach helps readers get a quick overview of existing techniques and provides an opportunity to learn the intricacies and inner workings of state-of-the-art methods. The book describes the underlying concepts of machine learning and quantum chemistry, machine learning potentials and learning of other quantum chemical properties, machine learning-improved quantum chemical methods, analysis of Big Data from simulations, and materials design with machine learning. Drawing on the expertise of a team of specialist contributors, this book serves as a valuable guide for both aspiring beginners and specialists in this exciting field.

Download more ebooks:
Download PDF Brutal Prince: Illustrated Edition by Sophie Lark
DOWNLOADS His Forgotten Amish Love: An Uplifting Inspirational Romance by Rebecca Kertz, Rebecca Kertz
Uranians: Stories by Theodore McCombs, Theodore McCombs on Iphone New Format
Read [pdf]> Brutal Prince: Illustrated Edition by Sophie Lark
[download pdf] Razzmatazz: A Novel by Christopher Moore, Christopher Moore
DOWNLOADS Con Pollo: A Bilingual Playtime Adventure by Jimmy Fallon, Jennifer Lopez, Andrea Campos, Jimmy Fallon, Jennifer Lopez, Andrea Campos
PDF [Download] Process Groups: A Practice Guide by Project Management Institute PMI, Project Management Institute PMI