Machine Learning applied to accelerators

Swiss Data Science Center

A 2017 ETH Board national Data Science initiative resulted in the creation of a unique joint venture between EPFL and ETH Zurich: the Swiss Data Science Center. The Center’s mission is to accelerate the use of data science and machine learning techniques within academic disciplines of the ETH Domain, the Swiss academic community at large, and the industrial sector. A multi-disciplinary team of senior data scientists and experts in domains such as personalized health and medicine, earth and environmental science, social science and digital humanities, as well as economics enables collaboration on both academic and industrial projects. This unique positioning, at the crossroad of academic excellence and fast-paced business environments agility is key in making the complex data science journey simple.

Publications:

https://cds.cern.ch/record/2826159/files/Publication.pdf

https://www.sciencedirect.com/science/article/pii/S0168900220310494

https://infoscience.epfl.ch/entities/publication/aea78b02-0906-4381-930b-483208127a10

https://infoscience.epfl.ch/entities/publication/aea78b02-0906-4381-930b-483208127a10

https://infoscience.epfl.ch/entities/publication/a40f7e1b-d6bf-47c7-9e42-3c8dbaa93806

https://infoscience.epfl.ch/entities/publication/44d0b136-f50f-4901-baa0-b3a6bc89b7bf

https://infoscience.epfl.ch/entities/publication/e0da6543-91d8-4618-9161-d10ae15e5ce3

https://infoscience.epfl.ch/entities/publication/1fed2ebd-c5d9-40ff-8c47-be5379e39220

https://infoscience.epfl.ch/entities/publication/a1511f9a-0e98-4cdd-b543-7a5d11128d08