Workshop IV: Monte Carlo and Machine Learning Approaches in Quantum Mechanics

Expired
Dates : 23 maio 2022 » 27 maio 2022

Place : Los Angeles, California
Estados Unidos

Book your hotel


Organizer : IPAM - Institute for Pure & Applied Mathematics, an NSF Math Institute at UCLA

Matemática e Estatística; Física; Informática;
Keywords: Machine Learning, Probability, Statistics, Quantum Mechanics, Computing
Description :

Quantum mechanics has strong connections with probability theory and statistics. Quantum states are amenable to probabilistic interpretation based on laws of statistics. Many quantum problems can be reformulated in terms of Feynman’s path integral formulation, which amounts to computing quantum partition functions using statistical sampling techniques. In addition, new statistical learning approaches are emerging that aim to incorporate “quantumness” to ensure unitarity and long-range correlations that are so ubiquitous in quantum systems. Considering these recent developments, it appears timely to bring together the large community of people working on quantum systems and statistical techniques. This workshop will broadly address the reaches and limitations of statistics as applied to the modeling and understanding of quantum systems and highlight examples where quantum and statistical models enhance each other.


IPAM - Institute for Pure & Applied Mathematics, an NSF Math Institute at UCLA organises its event entitled Workshop IV: Monte Carlo and Machine Learning Approaches in Quantum Mechanics to be held from 23 maio 2022 to 27 maio 2022 in Los Angeles, CA, Estados Unidos. It covers various areas of Matemática e Estatística including 0. For more information, visit the website of the conference or contact the organizer.
Add to calendar 2022-05-23 2022-05-27 Europe/London Workshop IV: Monte Carlo and Machine Learning Approaches in Quantum Mechanics https://www.sciencedz.net/pt/conference/78576-workshop-iv-monte-carlo-and-machine-learning-approaches-in-quantum-mechanics Los Angeles, CA - Estados Unidos IPAM - Institute for Pure & Applied Mathematics, an NSF Math Institute at UCLA

Related sections :

Conferences and seminars in California
Conferences and seminars in Estados Unidos
Conferences and seminars in Estados Unidos in 2022
Conferences and seminars in Matemática e Estatística
Conferences and seminars in Matemática e Estatística in 2022
Conferences and seminars in Matemática e Estatística in Estados Unidos
Conferences and seminars in Matemática e Estatística in Estados Unidos in 2022
Todos os eventos
Events by country

Disclaimer : Temos como objectivo proporcionar informações precisas e confiáveis sobre os próximos eventos, mas não podemos aceitar a responsabilidade para o texto de anúncios ou boa-fé dos organizadores do evento. Por favor, não hesite em contactar-nos se você observar informações incorretas ou enganosas e vamos tentar corrigi-lo.We are not involved in the organization of any of the events listed and we do not handle registration payments on behalf of the organizers.