Atmospheric and Hydrospheric Sciences (A)
Session Sub-category Atmospheric Sciences, Meteorology & Atmospheric Environment(AS)
Session ID A-AS01
Title Weather and Climate Studies Using High-Performance Computing: With a Special Session on "HANAMI"
Short Title Weather/Climate Studies using HPC
Main Convener Name Hisashi Yashiro
Affiliation National Institute for Environmental Studies
Co-Convener 1 Name Samuel Edward Hatfield
Affiliation European Centre for Medium-Range Weather Forecasts
Co-Convener 2 Name Masuo Nakano
Affiliation Japan Agency for Marine-Earth Science and Technology
Co-Convener 3 Name Miyakawa Tomoki
Affiliation Atmosphere and Ocean Research Institute, The University of Tokyo
Co-Convener 4 Name MARIO ACOSTA
Affiliation Barcelona Supercomputing Centre
Co-Convener 5 Name Joachim Biercamp
Affiliation Deutsches Klimarechenzentrum GmbH
Co-Convener 6 Name Takuya Kawabata
Affiliation Meteorological Research Institute
Co-Convener 7 Name Hirofumi Tomita
Affiliation RIKEN/ Center for Computational Science
Co-Convener 8 Name Chihiro Kodama
Affiliation Japan Agency for Marine-Earth Science and Technology
Co-Convener 9 Name Tomoe Nasuno
Affiliation Japan Agency for Marine-Earth Science and Technology
Session Language
E
Scope
High-performance computing (HPC) supports today's weather, climate, and environmental research by enabling higher resolution, larger domains, ensemble simulations, and sophisticated physical processes. As computer architectures evolve, close collaboration between atmospheric and computational sciences has become increasingly essential. From FY2025, the design and development of Japan's next flagship machine following the supercomputer "Fugaku" has begun, requiring the active use of accelerators such as GPUs. HPC is also driving innovation in data science, where data assimilation using observation big data and AI integration has achieved remarkable progress. Co-hosted with the Meteorological Society of Japan, this session calls for research on weather, climate, and environmental science that focuses on "computation," including numerical modeling, big data analysis, data assimilation, and AI. Participants will share prospects and challenges for atmospheric science research using HPC.
This year, we will also hold a special session on the HANAMI project. Funded by the EuroHPC Joint Undertaking, this project unites European and Japanese researchers to address key scientific challenges through HPC. Its Work Package 4 focuses on weather and climate simulation, including reproducibility and verification of climate models, benchmarking of supercomputers, and advanced local cloud-resolving simulations. Beyond reporting HANAMI's achievements, we aim to explore next-generation collaboration opportunities between Europe and Japan-leveraging upcoming supercomputers to improve extreme weather prediction, reduce uncertainties in long-term projections, and contribute to societal goals such as disaster risk reduction and carbon neutrality. Through these discussions, we seek to strengthen international cooperation and establish a sustainable foundation for advancing computational atmospheric science.
Presentation Format Oral and Poster presentation
Time Presentation No Title Presenter
Oral Presentation May 26 PM2
15:30 - 15:45 AAS01-01 Numerical climate model replicability on supercomputers Kai Keller
15:45 - 16:00 AAS01-02 Evaluating computational cost of high-order atmospheric dynamical cores based on effective resolution: A comparison of discontinuous Galerkin and conventional finite-volume methods Yuta Kawai
16:00 - 16:15 AAS01-03 Meaningful Benchmarks of Supercomputers for Weather and Climate Applications with HPCW Samuel Edward Hatfield
16:15 - 16:30 AAS01-04 Integrating Kilometer-Scale Simulations with Explainable AI for Accelerated Local Climate Impact Assessment over Complex Terrain Min-Ken Hsieh
16:30 - 16:45 AAS01-05 Tidal Effects on Interannual Ocean Variability in a Multi-Year High-Resolution (5 km) Global Simulation Lin Lin
16:45 - 17:00 AAS01-06 Typhoon track control experiments using a differentiable global climate model: A case study of Typhoon Jebi (2018) Masuo Nakano
Presentation No Title Presenter
Poster Presentation May 26 PM3
AAS01-P01 Resolution dependency of global extreme windspeed in a global non-hydrostatic atmospheric model Chihiro Kodama
AAS01-P02 Southeast Asian climate and weather extremes simulated by the nextGEMS Earth system models Shunya Koseki
AAS01-P03 How does topography influence urban wind CFD LES: a Bristol case study. Alvaro Manzano Sevillano
AAS01-P04 Operationalizing Real-Time Emission Monitoring in Africa: Multi-Country Deployment of the AOCEMS Platform Rohit Khattar
AAS01-P05 Comparing different meteorological drivers for the LOTOS-EUROS air quality modelling system Michael A. Russo
AAS01-P06 High-resolution climate change modelling for renewable energy forecasting Michael A. Russo