Workshop on Tensor Networks and (Quantum) Machine Learning for High-Energy Physics

The workshop will be held on November 4-5, 2024, at CERN, Geneva, Switzerland. This event is organized as part of Task 1.4 within the Next Generation Triggers project, a new initiative that recently began its five-year journey. More details about the project can be found here: https://nextgentriggers.web.cern.ch/t14/.

The goal of the workshop is to bring together leading researchers and experts to explore cutting-edge methodologies and innovative applications at the intersection of Tensor Networks, Quantum Machine Learning, and High-Energy Physics.

The topics covered will include:

• Exploring the use of (Quantum) Machine Learning algorithms within tensor network wavefunctions.
• Analyzing the application of GPU technology for tensor network simulations in high-energy physics.
• Investigating new strategies for enhancing quantum machine learning using tensor networks.

Zoom connection will be available (see link from agenda)