Bader Alserhan

Cost-aware evaluation of uncertainty-guided neural operators for topology optimization

Neural-operator predictions can replace some finite-element (FE) calculations in topology optimization, but its prediction errors can negatively affect the final design. This study tested whether model uncertainty helps to make a decision when FE calculations are needed. Seven policies were compared using Fourier neura...