Toward the end-to-end optimization of particle physics instruments with differentiable programming
T Dorigo, A Giammanco, P Vischia, M Aehle, M Bawaj… - Reviews in Physics, 2023 - Elsevier
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, due to the large dimensionality …
the interaction of radiation with matter is a super-human task, due to the large dimensionality …
In vitro continuous protein evolution empowered by machine learning and automation
Directed evolution has become one of the most successful and powerful tools for protein
engineering. However, the efforts required for designing, constructing, and screening a large …
engineering. However, the efforts required for designing, constructing, and screening a large …
Fierz Interference Term in Neutron Beta Decay and New Approaches for Systematic Uncertainty Quantification
M Lamparth - 2023 - mediatum.ub.tum.de
Experiments of free neutron beta decays can probe the weak interaction structure for tensor
and scalar contributions. We can measure such contributions as a shift in the electron …
and scalar contributions. We can measure such contributions as a shift in the electron …
Non-smooth Bayesian optimization in tuning scientific applications
Tuning algorithmic parameters to optimize the performance of large, complicated
computational codes is an important problem involving finding the optima and identifying …
computational codes is an important problem involving finding the optima and identifying …