[图书][B] Deep learning in science

P Baldi - 2021 - books.google.com
This is the first rigorous, self-contained treatment of the theory of deep learning. Starting with
the foundations of the theory and building it up, this is essential reading for any scientists …

Pulsed production of antihydrogen

C Amsler, M Antonello, A Belov, G Bonomi… - Communications …, 2021 - nature.com
Antihydrogen atoms with K or sub-K temperature are a powerful tool to precisely probe the
validity of fundamental physics laws and the design of highly sensitive experiments needs …

The AEgIS experiment at CERN for the measurement of antihydrogen gravity acceleration

P Scampoli, J Storey - Modern Physics Letters A, 2014 - World Scientific
The Antihydrogen Experiment: Gravity, Interferometry, Spectroscopy (AEgIS) experiment is
conducted by an international collaboration based at CERN whose aim is to perform the first …

Antiproton annihilation at rest in thin solid targets and comparison with Monte Carlo simulations

C Amsler, H Breuker, M Bumbar, M Cerwenka… - The European Physical …, 2024 - Springer
The mechanism of antiproton–nucleus annihilation at rest is not fully understood, despite
substantial previous experimental and theoretical work. In this study we used slow extracted …

CIRCUS: an autonomous control system for antimatter, atomic and quantum physics experiments

M Volponi, S Huck, R Caravita, J Zielinski… - EPJ Quantum …, 2024 - epjqt.epj.org
A powerful and robust control system is a crucial, often neglected, pillar of any modern,
complex physics experiment that requires the management of a multitude of different …

Deep learning in the natural sciences: applications to physics

P Sadowski, P Baldi - Braverman Readings in Machine Learning. Key …, 2018 - Springer
Abstract Machine learning is increasingly being used not only in engineering applications
such as computer vision and speech recognition, but in data analysis for the natural …

Efficient antihydrogen detection in antimatter physics by deep learning

P Sadowski, B Radics, Y Yamazaki… - Journal of Physics …, 2017 - iopscience.iop.org
Antihydrogen is at the forefront of antimatter research at the CERN Antiproton Decelerator.
Experiments aiming to test the fundamental CPT symmetry and antigravity effects require the …

A cryogenic tracking detector for antihydrogen detection in the AEgIS experiment

C Amsler, M Antonello, A Belov, G Bonomi… - Nuclear Instruments and …, 2020 - Elsevier
We present the commissioning of the Fast Annihilation Cryogenic Tracker detector (FACT),
installed around the antihydrogen production trap inside the 1 T superconducting magnet of …

Testing the Weak Equivalence Principle with an antimatter beam at CERN

M Kimura, S Aghion, C Amsler, A Ariga… - Journal of Physics …, 2015 - iopscience.iop.org
The goal of the AEgIS experiment is to measure the gravitational acceleration of
antihydrogen–the simplest atom consisting entirely of antimatter–with the ultimate precision …

High-resolution MCP-TimePix3 imaging/timing detector for antimatter physics

L Glöggler, R Caravita, M Auzins… - Measurement …, 2022 - iopscience.iop.org
We present a hybrid imaging/timing detector for force sensitive inertial measurements
designed for measurements on positronium, the metastable bound state of an electron and a …