Nicolas Gauger
Professor
University of Kaiserslautern-Landau
Education
Latest
- Differentiable Surrogate for Detector Simulation and Design with Diffusion Models
- On the Codesign of Scientific Experiments and Industrial Systems
- Progress in end-to-end optimization of fundamental physics experimental apparata with differentiable programming
- Toward the end-to-end optimization of the SWGO array layout
- Hadron Identification Prospects with Granular Calorimeters
- End-to-End Detector Optimization with Diffusion models: A Case Study in Sampling Calorimeters
- End-to-End Detector Optimization with Diffusion Models: A Case Study in Sampling Calorimeters
- Hadron Identification Prospects with Granular Calorimeters
- Optimization Using Pathwise Algorithmic Derivatives of Electromagnetic Shower Simulations
- Toward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White Paper