Cargando…
Global Property Prediction: A Benchmark Study on Open-Source, Perovskite-like Datasets
[Image: see text] Screening combinatorial space for novel materials, such as perovskite-like ones for photovoltaics, has resulted in a high amount of simulated high-throughput data and analysis thereof. This study proposes a comprehensive comparison of structural fingerprint-based machine learning m...
Autores principales: | Mayr, Felix, Gagliardi, Alessio |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2021
|
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8154242/ https://www.ncbi.nlm.nih.gov/pubmed/34056424 http://dx.doi.org/10.1021/acsomega.1c00991 |
Ejemplares similares
-
PMLB v1.0: an open-source dataset collection for benchmarking machine learning methods
por: Romano, Joseph D, et al.
Publicado: (2021) -
Detecting beats in the photoplethysmogram: benchmarking open-source algorithms
por: Charlton, Peter H, et al.
Publicado: (2022) -
Representativeness of variation benchmark datasets
por: Schaafsma, Gerard C. P., et al.
Publicado: (2018) -
Open-source FPGA-ML codesign for the MLPerf Tiny Benchmark
por: Borras, Hendrik, et al.
Publicado: (2022) -
Prediction of allosteric sites and signaling: Insights from benchmarking datasets
por: Wu, Nan, et al.
Publicado: (2021)