SAINT Workshop 2021

SAINT will arrange a workshop on the use of #machine_learning and #artificial_intelligence (#AI) in radiation science on January 13-14, 2021. Agenda and registration information to be found below.


Day 1
2021-01-13 08:00WelcomeLovisa Lundholm, Stockholm University
2021-01-13 08:05State of the Art Machine Learning MethodologiesGeorgios Leontidis, University of Aberdeen, UK
2021-01-13 08:50Machine learning and its use as a tool in researchThomas Schön, Uppsala University
2021-01-13 09:35Machine and Deep Learning in Image ProcessingJoakim Lindblad, Uppsala University
2021-01-13 10:20BREAK
2021-01-13 10:30Detection and localisation of multiple in-core perturbations with neutron noise-based self-supervised domain adaptationAiden Durrant, University of Lincoln/University of Aberdeen, UK
2021-01-13 11:15Machine learning techniques for anomaly detection and for the alignment of perturbation simulations with power plant measurementsGeorge Alexandridis, National Technical University of Athens, Greece
2021-01-13 12:00End of dayLovisa Lundholm, Stockholm University
Day 2
2021-01-14 08:00WelcomeLovisa Lundholm, Stockholm University
2021-01-14 08:05Gaussian processes for model defectsHenrik Sjöstrand, Uppsala University
2021-01-14 08:45The golden combination of MCMC and Gaussian processes for calibrationGustav Robertsson, Uppsala University
2021-01-14 09:25Detecting structural signatures of brain disease using machine learningRolf Heckemann, University of Gothenburg
2021-01-14 10:05BREAK
2021-01-14 10:15Determining spent nuclear fuel parameters using ML, for safeguards purposesErik Branger, Uppsala University
2021-01-14 10:55Optimisation of used nuclear fuel canister loading using a neural network and genetic algorithmVirginie Solans, Uppsala University
2021-01-14 11:35Machine learning for analysis of dicentric chromosomes in large scale radiological emergenciesBeata Brzozowska, University of Warsaw
2021-01-14 12:15End of dayLovisa Lundholm, Stockholm University


Please register for the workshop via Remote connection information will be distributed to registered participants before the start of the workshop.

Författare: Peter Jansson

Forskare i tillämpad kärnfysik vid Uppsala universitet.