The Second IMT-Atlantique & RIKEN Joint Workshop: "Statistical Modeling and Machine Learning in Meteorology and Oceanography"

Overview

Group photo

Program

Day 1: Feb. 10

Time Speaker Title
9:30-9:45 Takemasa Miyoshi & Pierre Tandeo Opening (Perspective toward DA-AI fusion)
9:45-10:45 Michele Alessandro Bucci Keynote
10:45-11:00 - Break
11:00-11:30 Naonori Ueda AI approach for advanced weather forecasting
11:30-12:00 Pierre Tandeo Selection of dynamic model using analog data assimilation
12:00-13:30 - Lunch break
13:30-14:00 Paul Platzer Analog forecasting errors from a dynamical systems point of view
14:00-14:30 Arata Amemiya Model bias correction by ML
14:30-15:00 Shigenori Otsuka Toward hybrid NWP-AI system for precipitation nowcasting
15:00-15:15 - Break
15:15-15:45 Maha Mdini Toward model acceleration by ML
15:45-16:15 Maxime Beauchamp A geostatistical journey through data and modeling in air quality
16:15-16:30 - Introduction to breakout discussion
16:30-17:00 - Breakout discussion

Day 2: Feb. 11

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Time Speaker Title
9:30-10:00 Chen Wang Classification of global ocean SAR images for broader applications
10:00-10:30 Tsuyoshi Yamaura The parameter estimation system in SCALE for reduced-precision floating-point numbers
10:30-10:45 - Break
10:45-11:15 Kenta Sueki Estimation of key parameters in cloud microphysics using ensemble Kalman filter
11:15-11:45 Koji Terasaki Accounting for the horizontal observation error correlation of satellite radiances in data assimilation
11:45-13:15 - Lunch break
13:15-13:45 Marie Boutigny Using precipitation radar for urban hydrology: motion interpolation and merging with rain gauges
13:45-14:15 Zhen Yicun & Jean-Marie Vent Application of analog data assimilation to the spatial-temporal interpolation of sea-surface sediment concentration and sea-surface height
14:15-14:30 - Break
14:30-15:00 Jules Guillot Data-Model Coupling for SST-DA
15:00-15:30 Said Ouala Data-driven identification of geophysical dynamics: incorporating stability constraints in neural networks models
15:30-16:00 - Breakout discussion
16:00-17:00 - Plenary discussion

Past IMT Atlantique & RIKEN workshop

Organizer

Organized by

  • RIKEN Center for Computational Science (CCS) / Cluster for Pioneering Research (CPR)
  • IMT-Atlantique

Co-Organized by

  • RIKEN Interdisciplinary Theoretical and Mathematical Sciences Program (iTHEMS)

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