AI and particle physics: a powerful partnership
May 12, 2021 · But the benefits of AI in particle physics don’t stop there. We use particle-interaction simulations to develop data-analysis tools, such as tracking and calibration, as well …
A Living Review of Machine Learning for Particle Physics
A Living Review of Machine Learning for Particle Physics¶ Modern machine learning techniques, including deep learning, is rapidly being applied, adapted, and developed for high energy …
Symmetry’s guide to AI in particle physics and astrophysics
Apr 17, 2024 · In the coming weeks, Symmetry will explore the ways scientists are using artificial intelligence to advance particle physics and astrophysics—in a series of articles written and …
US Particle Physics
Researchers use AI to more effectively and efficiently operate extremely complex machines, such as the PIP II Injector Test Facility at Fermi National Accelerator Laboratory. AI relieves human …
Speeding up machine learning for particle physics - CERN
Jun 21, 2021 · Now a team including researchers from CERN and Google has come up with a new method to speed up deep neural networks – a form of machine-learning algorithms – for …
To apply AI/Machine learning to particle physics, you should first be a ‘domain expert’ of particle physics! What does Particle Physics need? Particle physics is a broad topic. Focus on …
AI in Action: AI's early proving ground: the hunt for new particles
Jul 7, 2017 · Now, AI techniques number among physicists' standard tools. Particle physicists strive to understand the inner workings of the universe by smashing subatomic particles …
Particle physicists advance artificial intelligence in their quest to explore the frontiers of science. They face unique challenges in operating complex accelerators and detectors and in analyzing …
Editorial: Efficient AI in particle physics and astrophysics
Efficient artificial intelligence (AI) (Sze et al., 2020) is increasingly essential for high energy physics and particle astrophysics applications, especially multi-messenger astronomy, often in …
[2205.05803] AI and Theoretical Particle Physics - arXiv.org
May 11, 2022 · This chapter reviews selected areas where AI/ML tools could have a major impact, provides an overview of the challenges, and discusses how new ideas such as normalizing …