Result: Machine Learning under Resource Constraints
Title:
Machine Learning under Resource Constraints : Discovery in Physics / edited by Katharina Morik, Wolfgang Rhode
Title contains:
Frontmatter
Contents
1 Introduction
2 Challenges in Particle and Astroparticle Physics
3 Key Concepts in Machine Learning and Data Analysis
4 Data Acquisition and Data Structure
5 Monte Carlo Simulations
6 Data Storage and Access
7 Monitoring and Feature Extraction
8 Event Property Estimation and Signal Background Separation
9 Deep Learning Applications
10 Inverse
Contents
1 Introduction
2 Challenges in Particle and Astroparticle Physics
3 Key Concepts in Machine Learning and Data Analysis
4 Data Acquisition and Data Structure
5 Monte Carlo Simulations
6 Data Storage and Access
7 Monitoring and Feature Extraction
8 Event Property Estimation and Signal Background Separation
9 Deep Learning Applications
10 Inverse
Published:
Berlin ; Boston : De Gruyter, 2022
Scope:
1 Online-Ressource (XIV, 349 Seiten)
Resource Type:
Language:
English
Series/ Mutipart item:
Machine Learning under Resource Constraints ; Volume 2
De Gruyter STEM
De Gruyter STEM
RVK-Notation:
ISBN:
9783110785968 ; 9783110786132 ; 9783110785951 (Sekundärausgabe)
DOI:
10.1515/9783110785968