Cloverleaf Data Artifacts for ArtIMis LDRD

This report summarizes the use of the open-source CloverLeaf/CloverLeaf3D mini-apps to generate synthetic data sets to train foundation models for the ArtIMis LDRD DI. These data artifacts are intended to be used by LANL collaborators and shared externally with our university and institutional partners. Note that CloverLeaf/CloverLeaf3D is not a LANL simulation code.

Data and Resources

Field Value
authors Biswas, Ayan [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000214853608); Turton, Terece [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000343457783)
contract_number 89233218CNA000001;
doi 10.25583/3022785
oceans11_catalog_db https://oceans11.lanl.gov/dataCatalog/cloverleaf.db
osti_citation_url https://www.osti.gov/biblio/3022785
osti_id 3022785
publication_date 2026-01-28
report_number LA-UR-25-31939
research_orgs Los Alamos National Laboratory (LANL)
sponsor_orgs USDOE Laboratory Directed Research and Development (LDRD) Program
Tags
  • ai-ml-training
  • cloverleaf
  • dsi
  • lanl
  • mathematics-and-computing
  • oceans11
  • synthetic-data
author Biswas, Ayan
isopen False
metadata_created 2026-10-30T16:45:58.047488
metadata_modified 2026-10-30T16:45:58.047493
notes This report summarizes the use of the open-source CloverLeaf/CloverLeaf3D mini-apps to generate synthetic data sets to train foundation models for the ArtIMis LDRD DI. These data artifacts are intended to be used by LANL collaborators and shared externally with our university and institutional partners. Note that CloverLeaf/CloverLeaf3D is not a LANL simulation code.
num_resources 4
num_tags 7
title Cloverleaf Data Artifacts for ArtIMis LDRD
url https://www.osti.gov/biblio/3022785
version 2026-01-28