3rd IAEA Technical Meeting on Fusion Data Processing, Validation and Analysis 27–31 May 2019 Vienna, Austria IAEA Scientific Secretary International Atomic Energy Agency Vienna International Centre Wagramer Straße 5, PO Box 100 Ms. Sehila Maria Gonzalez de Vicente A-1400 Vienna, Austria NAPC Physics Section Tel: +43-1-2600-21753 Fax: +43-1-26007 E-mail:
[email protected] International Programme Advisory Committee Chair: D. Mazon (France) M. Churchill (USA), A. Dinklage (Germany), R. Fischer (Germany), N. Howard (USA), S. Kajita (Japan), S. Kaye (USA), D. McDonald (UK), A. Murari (EUROfusion/EU), J. Vega (Spain), J. Stillerman (USA), G. Verdoolaege (Belgium), M. Xu (China) Administrative Secretary Ms. Marion Linter International Atomic Energy Agency Vienna International Centre Wagramer Straße 5, PO Box 100 A-1400 Vienna, Austria NAPC Physics Section Tel.: +43-1-2600-25119 Fax: +43-1-26007 E-mail:
[email protected] Meeting Website: https://nucleus.iaea.org/sites/fusionportal/Pages/Data%20Processing/2019/info.aspx 1 2 Topics I. Uncertainty Propagation of Experimental Data in Modelling Codes II. Data Analysis Lessons Learnt, Best Practices and Proposals for ITER III. Regression Analysis: Profiles, Scaling and Surrogate Models IV. Learning in Non-Stationary Conditions for Experimental Design and Predictions V. Inverse Problems VI. Image Processing VII. Causality Detection in Time Series VIII. Synthetic Diagnostics, Integration, Verification and Validation IX. Deep Learning 3 Schedule Monday, 27 May 2019 Meeting Room C2. Building C, Floor 7 1:30-2:00 Registration and Welcome 2:00-3:15 Opening Address Verdoolaege G. A Brief Overview of Probability Theory in Data Science 4 Tuesday, 28 May 2019 Meeting Room C2.