Jan Kieseler
Principal Investigator/Professor
Karlsruher Institut für Technologie
Education
Latest
- Progress in end-to-end optimization of fundamental physics experimental apparata with differentiable programming
- Hadron Identification Prospects with Granular Calorimeters
- On the utility function of experiments in fundamental science
- 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
- Neuromorphic Readout for Hadron Calorimeters
- TomOpt: differential optimisation for task- and constraint-aware design of particle detectors in the context of muon tomography
- Deep Regression of Muon Energy with a K-Nearest Neighbor Algorithm
- Toward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White Paper
- Object condensation: one-stage grid-free multi-object reconstruction in physics detectors, graph, and image data