Milestone M2.2: Reduced precision tools are usable within NEMO and IFS-FVM

This milestone successfully validates numerical precision reduction (half and bfloat16) in both the NEMO and PMAP climate models, demonstrating significant memory footprint reductions without compromising solution quality. Furthermore, all associated tools and mixed-precision codebases—including AutoRPE and GT4Py—have been made fully open-source to drive high-performance computing advancements across weather and climate modeling.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-28
DOI
https://doi.org/10.5281/zenodo.23728825
Primary Topic
Parallel Computing and Optimization Techniques
Type
article
Field-Weighted Citation Impact
0.00

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article

Milestone M2.2: Reduced precision tools are usable within NEMO and IFS-FVM

Oriol Tintó Prims, Peter Dominik Dueben, Sara Faghih-Naini, Maitane Fariñas
2 links
Zenodo (CERN European Organization for Nuclear Research)
Parallel Computing and Optimization Techniques
article

Milestone M2.2: Reduced precision tools are usable within NEMO and IFS-FVM

Oriol Tintó Prims, Peter Dominik Dueben, Sara Faghih-Naini, Maitane Fariñas
article en

Abstract

This milestone successfully validates numerical precision reduction (half and bfloat16) in both the NEMO and PMAP climate models, demonstrating significant memory footprint reductions without compromising solution quality. Furthermore, all associated tools and mixed-precision codebases—including AutoRPE and GT4Py—have been made fully open-source to drive high-performance computing advancements across weather and climate modeling.

Zenodo (CERN European Organization for Nuclear Research)
European Centre for Medium-Range Weather Forecasts (GB), Barcelona Supercomputing Center (ES), University of Oxford (GB)
European Commission
Climate action
Openalex Percentile: Top 9%
Parallel Computing and Optimization Techniques
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Milestone M2.2: Reduced precision tools are usable within NEMO and IFS-FVM — Oriol Tintó Prims, Peter Dominik Dueben, et al. · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS