This archive contains benchmark datasets used to validate and compare the performance of the PCE-GPR Toolbox. Each benchmark test case consists of input/output data used for surrogate model training and testing. The test cases refer to either analytical functions or numerical simulations (in SPICE) regarding electronic designs. The MATLAB functions and the SPICE netlists used to generate the data are provided in the respective cases.

Benchmark datasets for the PCE-GPR Toolbox / Manfredi, Paolo. - (2025). [10.5281/zenodo.15349690]

Benchmark datasets for the PCE-GPR Toolbox

Paolo Manfredi
2025

Abstract

This archive contains benchmark datasets used to validate and compare the performance of the PCE-GPR Toolbox. Each benchmark test case consists of input/output data used for surrogate model training and testing. The test cases refer to either analytical functions or numerical simulations (in SPICE) regarding electronic designs. The MATLAB functions and the SPICE netlists used to generate the data are provided in the respective cases.
2025
https://doi.org/10.5281/zenodo.15349690
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11583/2999957