pnnl/HypoGen

Yin, Tim [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)]; Feng, Ruozhu [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)]; Gao, Peiyuan [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)]; Job, Heather [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)]; Bao, Jie [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)]; Liang, Yangang [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)]; Wang, Wei [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)]

doi:10.11578/dc.20250129.2

DOE OSTI · code-150471

pnnl/HypoGen

Yin, Tim [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)]·Feng, Ruozhu [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)]·Gao, Peiyuan [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)]·Job, Heather [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)]·Bao, Jie [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)]·Liang, Yangang [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)]·Wang, Wei [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)]

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Abstract

An innovative workflow for automatic knowledge discovery in material science, combining experimental automation with advanced machine learning and artificial intelligence techniques

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Yin, Tim [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)], Feng, Ruozhu [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)], Gao, Peiyuan [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)], Job, Heather [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)], Bao, Jie [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)], Liang, Yangang [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)], Wang, Wei [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)]. 2025-01-29. pnnl/HypoGen. https://doi.org/10.11578/dc.20250129.2

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