Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Machine Learning Meets Quantum Physics

Machine Learning Meets Quantum Physics

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783030402457
Condition
New
Product Description

Designing molecules and materials with desired properties is an important prerequisite for advancing technology in our modern societies. This requires both the ability to calculate accurate microscopic properties, such as energies, forces and electrostatic multipoles of specific configurations, as well as efficient sampling of potential energy surfaces to obtain corresponding macroscopic properties. Tools that can provide this are accurate first-principles calculations rooted in quantum mechanics, and statistical mechanics, respectively. Unfortunately, they come at a high computational cost that prohibits calculations for large systems and long time-scales, thus presenting a severe bottleneck both for searching the vast chemical compound space and the stupendously many dynamical configurations that a molecule can assume. To overcome this challenge, recently there have been increased efforts to accelerate quantum simulations with machine learning (ML). This emerging interdisciplinary community encompasses chemists, material scientists, physicists, mathematicians and computer scientists, joining forces to contribute to the exciting hot topic of progressing machine learning and AI for molecules and materials. The book that has emerged from a series of workshops provides a snapshot of this rapidly developing field. It contains tutorial material explaining the relevant foundations needed in chemistry, physics as well as machine learning to give an easy starting point for interested readers. In addition, a number of research papers defining the current state-of-the-art are included. The book has five parts (Fundamentals, Incorporating Prior Knowledge, Deep Learning of Atomistic Representations, Atomistic Simulations and Discovery and Design), each prefaced by editorial commentary that puts the respective parts into a broader scientific context.

Available Colors
Available Sizes
1 Offer Price Range: $79.99 - $79.99
BEST PRICE

Single Product Purchase

$72.00
@ Link.springer.com with extra coupon Get Coupon & BUY

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$79.99 $79.99

10% OFF
This deals requires coupon Get Code Here
$72.00
See Site In stock Visit Store

Similar Products

Human Mental Workload: Models and Applications

$54.99

Thin-walled Laminated Structures

$109.99

Adornment, Masquerade and African Femininity

$139.99

ber die Normalisierung organisierter Brutalitten

$59.99

The Institutionalization of the International Criminal Court

$49.99

The Agglomeration of the Animation Industry in East Asia

$84.99

Langeweile, berdru und Lebenssinn

$64.99

Precision Measurements to Test the Standard Model and for Explosive Nuclear Astrophysics

$109.99

Diagnostic Imaging of Drug Resistant Pulmonary Tuberculosis

$169.99

Vernunft und Vernichtung

$69.99

Remote Sensing of Plant Biodiversity

$59.99

The Era of Interactive Media

$329.99

Nuclear Cardiology

$179.99

Modellierung von OLAP- und Data-Warehouse-Systemen

$74.99

Vampires on the Silent Screen

$129.99

Hematopoietic Stem Cells

$159.99

Guide to J2EE: Enterprise Java

$84.99

New Labour and Secondary Education, 1994-2010

$39.99

Organoderivatives of Rare Earth Elements

$219.99

A New Driver of Regional Sustainability in Japan

$99.00

Reliability Engineering and Computational Intelligence

$169.99

Social and Economic Management in the Competitive Society

$109.99

Clinical Trials in Neurology

$219.99

High-Integrity Software

$39.99

Functional Grammar in the ESL Classroom

$109.99

Endlich Energie im Job

$44.99

Global Politics and Its Violent Care for Indigeneity

$69.99

Entwicklung multimedialer Systeme

$49.99

Student Learning in German Higher Education

$99.99

Beginning Java SE 6 Platform

$34.99

Handbuch Schlsselkonzepte im Coaching

$99.99

Faktor Mensch im Verkauf

$64.99

Urothelial Carcinoma

$99.00

Clifford Goes to Kindergarten (Hardcover)

$12.75

Bestimmungen ber die Tabakstatistik

$44.99

Smart Computing and Communication

$54.99

Flexible Arbeitssysteme im Maschinenbau

$54.99

Corporate Financial Services in Wales 1989

$84.99

Walt Disney: An American Original: Commemorative Edition Book Disney100

$29.99

Im Fokus: Naturkatastrophen

$34.99