44 citations · 145 across the 23 of their papers we have counts for
3 papers · 1 filter
Virgo: Scalable Unsupervised Classification of Cosmological Shock Waves
Max Lamparth, Ludwig Böss, Ulrich Steinwandel +1
Cosmological shock waves are essential to understanding the formation of cosmological structures. To study them, scientists run computationally expensive high-resolution 3D hydrody…
Gaussian Processes and Bayesian Optimization for High Precision Experiments
Max Lamparth, Mattis Bestehorn, Bastian Märkisch
High-precision measurements require optimal setups and analysis tools to achieve continuous improvements. Systematic corrections need to be modeled with high accuracy and known unc…
Toward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White Paper
Tommaso Dorigo, Andrea Giammanco, Pietro Vischia +33
The full optimization of the design and operation of instruments whose functioning relies on the interaction of radiation with matter is a super-human task, given the large dimensi…