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20232025
most citedUsing causal inference to avoid fallouts in data-driven parametric analysis: a case study in the architecture, engineering, and construction industry

1 citations · 1 across the 3 of their papers we have counts for

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cs.AI2023

Pathway toward prior knowledge-integrated machine learning in engineering

Xia Chen, Philipp Geyer

Despite the digitalization trend and data volume surge, first-principles models (also known as logic-driven, physics-based, rule-based, or knowledge-based models) and data-driven a…