Gauger, Nicolas R.

1. High-Performance Derivative Computations using CoDiPack
   2017/09/21 by Sagebaum, Max, Albring, Tim, Gauger, Nicolas R. · 8 citations
   #68N30 #D.2.2 #FOS: Computer and information sciences #G.1.4 #G.4 #Mathematical Software (cs.MS)
2. Toward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White Paper
   2022/03/22 by T. Dorigo, Dorigo, Tommaso, A. Giammanco +69 · 9 citations
   Engineering · Medicine · Materials Science · #Nuclear reactor physics and engineering #Radiation Therapy and Dosimetry #Electron and X-Ray Spectroscopy Techniques
3. A Non-Intrusive Parallel-in-Time Approach for Simultaneous Optimization\n with Unsteady PDEs
   2018/01/19 by Stefanie Günther, Nicolas R. Gauger, Günther, Stefanie +3 · 2 citations
   Mathematics · Engineering · #Numerical methods for differential equations #Advanced Numerical Methods in Computational Mathematics #Computational Fluid Dynamics and Aerodynamics
4. End-to-End Detector Optimization with Diffusion models: A Case Study in Sampling Calorimeters
   2025/02/04 by Schmidt, Kylian, Nikhil Kota, Jan Kieseler +34 · 2 citations
   Medicine · Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det) #Medical Imaging Techniques and Applications #Particle Detector Development and Performance #Particle physics theoretical and experimental studies
5. Algorithmic Differentiation for Domain Specific Languages
   2018/03/12 by Max Sagebaum, Nicolas R. Gauger, Sagebaum, Max +1 · 1 citation
   Computer Science · #65D25 (Primary) #68N30 (Secondary) #D.2.11 #D.2.2 #FOS: Computer and information sciences #Formal Methods in Verification #G.1.4 #G.4 #Logic, programming, and type systems #Mathematical Software (cs.MS) #Model-Driven Software Engineering Techniques
6. On high-order pressure-robust space discretisations, their advantages\n for incompressible high Reynolds number generalised Beltrami flows and beyond
   2018/08/31 by Nicolas R. Gauger, Gauger, Nicolas R., Alexander Linke +3 · 1 citation
   Engineering · #65M12 #65M15 #65M60 #76D05 #76D10 #76D17 #Advanced Numerical Analysis Techniques #Advanced Numerical Methods in Computational Mathematics #Computational Fluid Dynamics and Aerodynamics #Computational Physics (physics.comp-ph) #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Numerical Analysis (math.NA)
7. Exploring End-to-end Differentiable Neural Charged Particle Tracking -- A Loss Landscape Perspective
   2024/07/18 by Tobias Kortus, R. Keidel, Kortus, Tobias +3 · 1 citation
   Engineering · #Laser-induced spectroscopy and plasma #Fault Detection and Control Systems