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Machine Learning-based Anomaly Detection for Particle Accelerators
Conference on Control Technology and Applications, 2021Particle accelerators are complex systems composed of multiple subsystems that must work together to produce high quality beams employed for physics experiments.
D. Marcato +8 more
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The Basics of Nuclear and Particle Physics, 2021
Alexander Belyaev, Douglas Ross
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Alexander Belyaev, Douglas Ross
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Machine Learning for Design and Control of Particle Accelerators: A Look Backward and Forward
Annual Review of Nuclear and Particle ScienceParticle accelerators are extremely complex machines that are challenging to simulate, design, and control. Over the past decade, artificial intelligence (AI) and machine learning (ML) techniques have made dramatic advancements across various ...
A. Edelen, Xiaobiao Huang
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2023
Particle accelerators are devices that increase the speed of elementary particles like electrons or protons. Such particles are accelerated to enormously elevated energies and yield an energetic stream of beams recycled for appreciative identifications about the forces that act upon them (elemental and nuclear behaviour) and fundamental structure ...
Ritesh Kohale +2 more
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Particle accelerators are devices that increase the speed of elementary particles like electrons or protons. Such particles are accelerated to enormously elevated energies and yield an energetic stream of beams recycled for appreciative identifications about the forces that act upon them (elemental and nuclear behaviour) and fundamental structure ...
Ritesh Kohale +2 more
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Annalen der Physik, 2000
AbstractParticle Accelerators have had a decisive influence on twentieth‐century physics. A concise description of their development – from the early 1930s till today – is given.
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AbstractParticle Accelerators have had a decisive influence on twentieth‐century physics. A concise description of their development – from the early 1930s till today – is given.
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Advanced Technologies for Applied Particle Accelerators and Examples of Their Use (Review)
Technical physics, 2021S. Kutsaev
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