05 juillet 2022

2ème atelier France Japon sur l’Intelligence Artificielle dans les Plasmas d’ITER

Le laboratoire PIIM organise le 2ème. atelier France Japon sur l'Intelligence Artificielle dans les Plasmas d'ITER

2nd Workshop on Artificial Intelligence in Plasma Science (WAIPS-2)

Provence, France)

5 July (Tuesday)

Session I

Session Chair: S. Hamaguchi

11:00 – 11:30

S. Benkadda: Physics informed AI for plasma science (CNRS&AMU)

11:30 – 12:00

Y. Kuramitsu: Innovation of laser-driven quantum beam generations and

diagnostics with informatics (OU.)

Session II

Session Chair: Y. Kuramitsu


N. Saura: Understanding convolutio

architectures and applications (CNRS&A                                                               


B. D. Hattingh: The effect of fabrication cond en trapping in

tungsten (OU)

15:00 -15:30

F. Nikaido: Measurements of laser-driven ions with orescence nuclear track

detector using machine learning (OU)

15:30- 16:00

S. Taira: Etching reactions of high energy -scale multi-

layers (OU).

Session III

Session Chair: S. Benkadda

11:00 – 11:30

Adel Saleh: Mathematical approach to self organization in Hasegawa Mima

Turbulence (American University of Beirut)

11:30 – 12:00

S. Hamaguchi: Regression of parallel-plate capacitively coupled plasmas (CCP)

profiles obtained from numerical simulations (OU)

Session IV

Session Chair: B. Hattingh

14:00 – 14:30

N. Saura: Improving penalized semi supervised nonnegative matrix factorization result’s confidence using deep residual learning approach in spectrum analysis



D. Haraguchi: Deuteriu retention and surface modification of W-Re alloys (OU)



Session V

Session Chair: N. Saura


A. Patil: Subgrid Scale Enhancements Assisted by Deep Learning (MINES

ParisTech, CEMEF-CNRS UMR7635, Paris Sciences and Lettres University)

K. Sakai: Machine learning analysis of acoustic emission signals during crack

16:15- 16:45

T. Taguchi: Etch Pit Analyses on Solid-State Nuclear Track Detectors with AI

CNRS = Centre national de la recherche scientifique, AMU = Aix Marseille University

OU = Osaka University

05 juil. 202206 juil. 2022