2 papers
cs.LG2026
Guided Diffusion by Optimized Loss Functions on Relaxed Parameters for Inverse Material Design
Jens U. Kreber, Christian Weißenfels, Joerg Stueckler
Inverse design problems are common in engineering and materials science. The forward direction, i.e., computing output quantities from design parameters, typically requires running…
cs.LG2025
Improved Training Strategies for Physics-Informed Neural Networks using Real Experimental Data in Aluminum Spot Welding
Jan A. Zak, Christian Weißenfels
Resistance spot welding is the dominant joining process for the body-in-white in the automotive industry, where the weld nugget diameter is the key quality metric. Its measurement…