6th Inter-experiment Machine Learning Workshop

Session

Keynotes Physics + ML

30 Jan 2024, 10:00

503/1-001 - Council Chamber (CERN)

102. ML and Quantum Physics

Eliska Greplova (TU Delft)

30/01/2024, 10:00

89. Improving data-driven model predictions using physics in the CERN accelerator complex

Francesco Maria Velotti (CERN)

31/01/2024, 09:00

Most of limitations to fully exploit the CERN injector complex comes from problems that have a rather known formalism, but usually, due to interplay of many other factors make the analytical or numerical solutions almost impossible. In this context, machine learning is playing a key role allowing us to produce empirical models to estimate the accelerator behaviour to the desired accuracy for...

90. ML and Molecular Physics

Jonas Koehler (Microsoft Research)

31/01/2024, 09:30

73. Collider Physics and ML

Gregor Kasieczka (Hamburg University (DE))

01/02/2024, 14:00