InverseBench: Inverse design benchmark suite that contains inverse problems from science and engineering (InverseBench) v0.0.1
- Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
A software package that contains three inverse design blackbox problems to investigate the efficiency and accuracy of inverse design machine learning models. The software contains highly accurate forward machine learning models that can be used to assess the inverse predictions. The package also contains separate test data for each problem. The inverse design problems that are in the package are: airfoil inverse design, scalar boundary reconstruction and photonic surfaces inverse design.
- Short Name / Acronym:
- InverseBench v0.0.1
- Site Accession Number:
- 2025-088
- Software Type:
- Scientific
- License(s):
- BSD 3-clause "New" or "Revised" License
- Research Organization:
- Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
- Sponsoring Organization:
- USDOEPrimary Award/Contract Number:AC02-05CH11231
- DOE Contract Number:
- AC02-05CH11231
- Code ID:
- 160805
- OSTI ID:
- code-160805
- Country of Origin:
- United States
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