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

Strmungsmechanik

$59.99

Traitors, Collaborators and Deserters in Contemporary European Politics of Memory

$129.00

Complex Analysis with Applications in Science and Engineering

$89.99

Matsuo Bash?s Poetic Spaces

$39.99

Die Beschrnkung des Betriebsausgabenabzugs

$69.99

Einfhrung in die Arbeitstechniken der Politikwissenschaft

$59.99

Mikroskopische und Chemische Organisation der Zelle

$44.99

Nexus Network Journal 11,2

$39.99

I Love Snow!

$3.71

Work, Change and Workers

$109.99

Valuing Digital Business Designs and Platforms

$109.99

Recent Developments in Condensed Matter Physics

$54.99

Shape Casting

$169.99

Finanzpolitik und Arbeitsmarkt in den Niederlanden

$59.95

Sports Injuries of the Foot

$169.99

American Borders

$159.99

Absatzwege Konzeptionen und Modelle

$59.99

Activity Patterns in Mammals

$169.99

Investing in Private Equity Partnerships

$39.99

Perspectives of Oil and Gas: The Road to Interdependence

$129.00

The Transnational and the Local in the Politics of Islam

$54.99

Nachhaltiges l und Gas mit Blockchain

$129.99

Brain Development

$299.99

The Fault in Our Stars

$9.74

Biochemisches Handlexikon

$59.99

Inward Investment, Technological Change and Growth

$84.99

Physics and Metallurgy of Superconductors / Metallovedenie, Fiziko-Khimiya I Metallozipika Sverkhpro

$54.99

Schriften 1942-1949

$99.99

Flexible Employment

$109.99

Engineered Cementitious Composites for Electrified Roadway in Megacities

$169.99

Leitfaden Herzkatheter

$69.99

The Intoxication of Power

$109.99

Himmelsfotografie mit Schmidt-Teleskopen

$39.99

Spezielle validierende Pflege

$54.99

National Geographic Kids: Everything Pets

$9.71

Conformal and Potential Analysis in Hele-Shaw Cells

$109.99

Collected Works of Domenico Mario Nuti, Volume II

$179.99

Eine konomische Analyse der Entwicklung der Lageberichtsqualitt

$69.99

Antonio Gramsci: A Pedagogy to Change the World

$129.99

Diagnostic and Therapeutic Procedures in Gastroenterology

$169.00