Name: Sixth IAEA Technical Meeting on Fusion Data Processing, Validation and Analysis
Start: 2025-09-09T08:00:00+02:00
End: 2025-09-12T18:20:00+02:00
Location: Fudan University, Shanghai, China

Sixth IAEA Technical Meeting on Fusion Data Processing, Validation and Analysis

from Tuesday 9 September 2025 (08:00) to Friday 12 September 2025 (18:20)

Monday 8 September 2025
Tuesday 9 September 2025

08:00

08:00 - 08:45
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)

08:45

08:45 - 09:00
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
09:00
09:00 - 10:25
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

09:00 Advancing Transparent Deep Learning for Modeling Turbulence in Fusion Plasmas - David Garrido-Gonzalez (Aix Marseille University)

09:30 The Potential of Physics-Informed Neural Networks to Analyse Tokamak Diagnostic Measurements - Riccardo Rossi (Department of Industrial Engineering, University of Rome Tor Vergata)

10:00 When Explainable AI is not enough: Informed Machine Learning to Combine Fidelity and Interpretability - Andrea Murari (Consorzio RFX)
10:25

10:25 - 10:45
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
10:45
10:45 - 12:30
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

10:45 A Comprehensive Strategy of Disruption Prediction to Avoid the Collapse of the Configuration in the Next Generation of Tokamak Devices - Michela Gelfusa (University of Rome Tor Vergata)

11:15 Time series methods for fusion plasma disruption prediction - Teddy CRACIUNESCU (National Institute for Lasers, Plasma and Radiation Physics INFLPR, Magurele, Romania)

11:40 Predictive Maintenance in Fusion Devices: Estimating the Remaining Useful Life of Plasma-Facing Component Units Using a Similarity-Based Approach - Geert Verdoolaege (Ghent University)

12:05 Determine the mode number and wave-number of plasma instability using harmonics in the spectrum - Liwen Hu (核工业西南物理研究院)
12:30

12:30 - 13:30
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
13:30
13:30 - 14:00
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

13:30 On Data-driven Approaches in Predicting Turbulence Characteristics of Tokamak Plasmas - Wenyang Li (Nankai University)

13:45 Real-Time Identification of sawtooth on HL-3 using a deep learning framework - Hongjia OuYang (Swip)
14:00
14:00 - 15:20
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

14:00 Physics-Informed Neural Networks for Multi-Diagnostic Equilibrium Reconstruction in Tokamaks - Novella Rutigliano (Department of Industrial Engineering, University of Rome "Tor Vergata")

14:30 Improving resolution of plasma velocity-distribution-function measurements using multi-resolution data integration - Toru Aonishi (The University of Tokyo)

14:55 First wall Heat flux estimations with THEODOR – an update: 3D solver, material inhomogeneities, resolved surface layers - Dirk Stieglitz (Max Planck Institute for Plasma Physics)
15:20

15:20 - 15:40
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
15:40
15:40 - 16:55
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

15:40 Estimation of Plasma Parameters Based on Discharge Settings on WEST - Chenguang Wan (Nanyang Technological University)

16:05 A Bayesian approach for the selection of predictor variables in the L-H power threshold scaling in metal-wall machines - Peizheng Zhang (Ghent university)

16:30 Study of tungsten ions emissivity profiles in ITER plasmas using CR model - Runjia Bao (ASIPP)
16:55
16:55 - 17:40
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

16:55 Latest Developments of the Maximum Likelihood Approach to Tomography for both Offline and Real Time Investigation of the Total Emission of Radiation - Ivan Wyss (1) University of Rome “Tor Vergata”,Department of Industrial Engineering, Via del Politecnico 1, 00133 Rome, Italy)

17:20 Gaussian process tomography for soft x-ray array and MHD mode analysis on HL-3 tokamak - Sen Xu (Southwestern Institute of Physics)
19:30

19:30 - 21:30
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Wednesday 10 September 2025

08:30

08:30 - 09:00
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
09:00
09:00 - 10:25
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

09:00 Applications of Bayesian Data Analysis in KSTAR - Jaewook Kim (Korea Institute of Fusion Energy (KFE))

09:30 Leveraging neural networks for real-time plasma density inference using beam emission spectroscopy - Örs Asztalos (HUN REN Centre for Energy Research)

10:00 Data fusion and uncertainty quantification of density data on EAST tokamak - Ting Lan (Institute of Plasma Physics, Chinese Academy of Sciences Hefei)
10:25 Coffee break
Coffee break
10:25 - 10:45
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
10:45
10:45 - 12:30
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

10:45 Integrated Intelligent Control Framework for Plasma in HL-3 Tokamak - Rongpeng Li (Zhejiang university)

11:15 Real-Time Detachment Forecaster: Decoding X-Point Radiation Oscillations in Impurity-Seeded Plasmas - Yue Yu

11:40 FusionMAE: large-scale pretrained model to optimize and simplify diagnostic and control of fusion plasma - Zongyu Yang

12:05 Validation and comparison of FPGA-based real-time Thomson Scattering data processing against offline analysis methods - Wenyan Zhai
12:30 Lunch
Lunch
12:30 - 13:30
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
13:30
13:30 - 14:00
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

13:30 Prediction of NTM seed magnetic island trigger threshold in EAST based on supervised learning - Feifei Long (University of Science and Technology of China)

13:45 Integrated modeling and experimental validation of H-mode divertor detachment and core confinement compatibility on HL-2A tokamak - Yukun Shu (Southwest Institute of Physics)
14:00
14:00 - 15:30
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

14:00 Innovative Applications of Visualization Technologies for Scientists and the Public in Magnetic Confinement Fusion - Zixi Liu (University of Science and Technology of China)

14:25 In-pulse data analysis at ITER: evaluating workflow managers and 3D visualization tools - Paulo Abreu (ITER Organization)

14:50 JDDB: A Flexible and Extensible Data Processing Framework to Accelerate AI4Fusion Research - Wei Zheng (International Joint Research Laboratory of Magnetic Confinement Fusion and Plasma Physics, Huazhong University of Science and Technology)

15:15 Inital development of web interface and user access control of IMAS databases - Xiang Liu (ASIPP)
15:30
15:30 - 16:15
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

15:30 Investigation on Fast ions Lossess Induced by NTM in HL-3 High-Beta Plasmas - Zhiyi Yin (Southwestern Institute of Physics)

15:30 Overcoming Plasma-Induced Noise: Statistical Optimization of α-Particle Detection in EXL-50U p-B Reactions - zhi li (ENN Science and Technology Development Co., Ltd.)

15:30 One-Dimensional Modelling and Experimental Validation of Divertor Detachment on HL-3 and HL-2A - Yulin Zhou
16:15
16:15 - 17:05
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

16:15 Variability and risk of edge-localized modes at JET using machine learning - Jerome Alhage (Ghent University)

16:40 Data-Driven Tokamak Plasma Magnetic Response Modelling - jiyuan Li (Southwestern Institute of Physics)
17:05
17:05 - 17:45
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

17:05 Rapid analysis model and extrapolation method of neural network in spectral diagnostic - Wenjing Tian

17:30 Imitation Learning-Based Feedforward Current Optimization for Tokamak Plasma Control - Jingjing Lu
Thursday 11 September 2025

08:30

08:30 - 09:00
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
09:00
09:00 - 10:25
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

09:00 An optimization method for the ITER Radial X-ray Camera line-of-sight design using on Bayesian uncertainty analysis - Tianbo WANG (ITER Organization)

09:30 Bayesian Techniques for Design Optimization of Magnetic Diagnostics and Validation on the WEST tokamak - Yangyang Zhang

10:00 Role of Human Inputs in Cross-tokamak Disruption Prediction in Magnetic Confinement Fusion - Chengshuo Shen (Huazhong University of Science and Technology)
10:25

10:25 - 10:45
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
10:45
10:45 - 12:30
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

10:45 What is Detachment? Data Analysis Techniques to Understand and Control Detachment in Tokamaks - Daljeet Singh Gahle

11:15 Development and validation of synthetic diagnostics and inference models - Simon Pinches (ITER Organization)

11:40 Benchmarking Fusion Plasma Diagnostics: Analysis of Experimental W and Mo X-ray Data from EBIT Resolves Plasma Speed Contradiction - YANG YANG (Fudan University)

12:05 Integrated simulation of the impacts of resonant magnetic perturbations on tungsten radiation on EAST - Zihao Gao
12:30

12:30 - 13:30
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
13:30
13:30 - 15:15
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

13:30 Applications of Bayesian data analysis at W7-X stellarator - Maciej Krychowiak (Max-Planck-Institute for Plasma Physics)

14:00 Uncertainties of magnetic equilibrium reconstructions - Rainer Fischer

14:25 Bayesian inference of plasma and impurity parameters with visible spectroscopy at ITER - Sehyun Kwak (Max Planck Institute for Plasma Physics)

14:50 Bayesian inference and Gaussian Process for fusion diagnostic data analysis - Dong Li
15:15

15:15 - 15:35
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
15:35
15:35 - 16:00
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

15:35 Bayesian inference of 2D tungsten concentration profiles at WEST using soft X-ray and bolometer diagnostics - Hao Wu (Ghent University)
16:00

16:00 - 16:15
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)

16:15

16:15 - 19:00
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Friday 12 September 2025

08:30

08:30 - 09:00
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
09:00
09:00 - 09:50
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

09:00 Bayesian modelling of MAST Upgrade CXRS diagnostic (CELESTE) - Lynton Appel (UKAEA)

09:25 The uncertainty quantification of plasma equilibrium calculation on Experimental Advanced Superconducting Tokamak (EAST) - Shuzhi Yuan (Institute of Plasma Physics, Hefei Institutes of Physical Science, Chinese Academy of Sciences)
09:50
09:50 - 10:55
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)
Contributions

09:50 Development of the IMAS Data Model Towards an Open Standard for Fusion Data - Olivier Hoenen (ITER Organization)

10:15 Global Data Sharing: A Comparative Study of Pelican and CVMFS for remote access to MASTU and DIII-D data for UFO detection workloads - Stephen Dixon (UKAEA)

10:40 The IAEA Fusion Data Lake Project - Accelerating AI and Big Data Applications through Open Science and FAIR Data - Daljeet Gahle (IAEA) Daljeet Singh Gahle (International Atomic Energy Agency)
10:55

10:55 - 11:25
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)

11:25

11:25 - 12:35
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)

12:35

12:35 - 12:45
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)

12:45

12:45 - 13:45
Room: Auditorium Hall HGX 102 (Guanghua Twin Tower)

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