[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 …

[HTML][HTML] Antiprotonic bound systems

M Doser - Progress in Particle and Nuclear Physics, 2022 - Elsevier
A wide range of exotic bound systems incorporating antiprotons (atoms, atomic ions,
molecules or molecular ions) can be formed, in many cases simply by replacing at least one …

Fundamental physics and other applications using nonneutral plasma

G Maero, ED Hunter, DJ Murtagh… - Advances in Physics …, 2024 - Taylor & Francis
During the last fifty years, nonneutral plasma physics has developed into a definite subfield
of basic research, whose main focus has been on the collective properties of systems …

Measurement of the principal quantum number distribution in a beam of antihydrogen atoms

B Kolbinger, C Amsler, SA Cuendis, H Breuker… - The European Physical …, 2021 - Springer
Abstract The ASACUSA (Atomic Spectroscopy And Collisions Using Slow Antiprotons)
collaboration plans to measure the ground-state hyperfine splitting of antihydrogen in a …

[HTML][HTML] Reducing the background temperature for cyclotron cooling in a cryogenic Penning–Malmberg trap

C Amsler, H Breuker, S Chesnevskaya… - Physics of …, 2022 - pubs.aip.org
Magnetized nonneutral plasma composed of electrons or positrons couples to the local
microwave environment via cyclotron radiation. The equilibrium plasma temperature …

Stimulated decay and formation of antihydrogen atoms

T Wolz, C Malbrunot, M Vieille-Grosjean, D Comparat - Physical Review A, 2020 - APS
Antihydrogen atoms are routinely formed at the Antiproton Decelerator at CERN in a wide
range of Rydberg states. To perform precision measurements, experiments rely on ground …

Induced THz transitions in Rydberg caesium atoms for application in antihydrogen experiments

M Vieille-Grosjean, E Dimova, Z Mazzotta… - The European Physical …, 2021 - Springer
Antihydrogen atoms are produced at CERN in highly excited Rydberg states. However,
precision measurements require anti-atoms in ground state. Whereas experiments currently …

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 …

The role of antihydrogen formation in the radial transport of antiprotons in positron plasmas

S Jonsell, M Charlton… - Journal of Physics B …, 2016 - iopscience.iop.org
Simulations have been performed of the radial transport of antiprotons in positron plasmas
under ambient conditions typical of those used in antihydrogen formation experiments. The …