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Ruihua Zhang

2 accepted papers

2025

DrivAerStar: An Industrial-Grade CFD Dataset for Vehicle Aerodynamic Optimization

NeurIPS 2025poster

Vehicle aerodynamics optimization has become critical for automotive electrification, where drag reduction directly determines electric vehicle range and energy efficiency. Traditional approaches face an intractable trade-off: computationally expensive Computational Fluid Dynamics (CFD) simulations…

Cited by 0SourcecodeScholar
2025

GlobalTomo: A global dataset for physics-ML seismic wavefield modeling and FWI

NeurIPS 2025poster

Global seismic tomography, taking advantage of seismic waves from natural earthquakes, provides essential insights into the earth's internal dynamics. Advanced Full-Waveform Inversion (FWI) techniques, whose aim is to meticulously interpret every detail in seismograms, confront formidable computatio…

Cited by 0SourcecodeScholar