2 papers
cs.NE2026
U-Net-Accelerated Quality-Diversity Optimization for Climate-Adaptive Urban Layouts
Alexander Hagg, Tania Guerrero, Dirk Reith
Optimizing urban layouts for climate adaptation requires balancing building density with cold-air ventilation. Because physics-based climate simulations are computationally expensi…
cs.LG2025
Full Domain Analysis in Fluid Dynamics
Alexander Hagg, Adam Gaier, Dominik Wilde +3
Novel techniques in evolutionary optimization, simulation and machine learning allow for a broad analysis of domains like fluid dynamics, in which computation is expensive and flow…