2 papers
cs.LG2026
WeirNet: A Large-Scale 3D CFD Benchmark for Geometric Surrogate Modeling of Piano Key Weirs
Lisa Lüddecke, Michael Hohmann, Sebastian Eilermann +4
Reliable prediction of hydraulic performance is challenging for Piano Key Weir (PKW) design because discharge capacity depends on three-dimensional geometry and operating condition…
cs.LG2025
Data-Driven Temperature Modelling of Machine Tools by Neural Networks: A Benchmark
C. Coelho, M. Hohmann, D. Fernández +3
Thermal errors in machine tools significantly impact machining precision and productivity. Traditional thermal error correction/compensation methods rely on measured temperature-de…