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This pair of CAS lectures gives an introduction for accelerator physics students to the framework and terminology of machine learning (ML). We start by introducing the language of ML through a simple example of linear regression, including…

Accelerator Physics · Physics 2020-06-18 Daniel Ratner

This article is an extended version of the talk is given at the IPAC19 (Melbourne, Australia, May 2019) on the occasion of acceptance of the ACFA/IPAC19 Nishikawa Tetsuji Prize for a recent, significant, original contribution to the…

Accelerator Physics · Physics 2019-12-09 Vladimir Shiltsev

Cancer therapy using protons and heavier ions such as carbon has demonstrated advantages over other radiotherapy treatments. To bring about the next generation of clinical facilities, the requirements are likely to reduce the footprint,…

Accelerator Physics · Physics 2021-05-19 H. X. Q. Norman , A. F. Steinberg , R. B. Appleby , H. L. Owen , E. Benedetto , M. Sapinski , S. L. Sheehy

This document summarizes the conclusions of the Neutrino Town Meeting held at CERN in October 2018 to review the neutrino field at large with the aim of defining a strategy for accelerator-based neutrino physics in Europe. The importance of…

High Energy Physics - Experiment · Physics 2019-01-18 Andrea Dell'Acqua , Antoni Aduszkiewicz , Markus Ahlers , Hiroaki Aihara , Tyler Alion , Saul Alonso Monsalve , Luis Alvarez Ruso , Vito Antonelli , Marta Babicz , Anastasia Maria Barbano , Pasquale di Bari , Eric Baussan , Vincenzo Bellini , Vincenzo Berardi , Alain Blondel , Maurizio Bonesini , Alexander Booth , Stefania Bordoni , Alexey Boyarsky , Steven Boyd , Alan D. Bross , Juergen Brunner , Colin Carlile , Maria-Gabriella Catanesi , Georgios Christodoulou , Thomas Coan , David Cussans , M. Patrick Decowski , Albert De Roeck , Milind Diwan , Marcos Dracos , Marco Drewes , Tord Johan Carl Ekelof , Enrique Fernandez Martinez , Pablo Fernández Menéndez , Giuliana Fiorillo , Oliver Fischer , Cristiano Galbiati , Stefano Gariazzo , Marek Gazdzicki , Zahra Gh. Moghaddam , Daniele Gibin , Inés Gil-Botella , Gian F. Giudice , Maria Concepcion Gonzalez-Garcia , André de Gouvea , Steen Hannestad , Mark Hartz , Yoshinari Hayato , Patrick Huber , Aldo Ianni , Ara Ioannisian , Yoshitaka Itow , Natalie Jachowicz , Yu Seon Jeong , Darius Jurčiukonis , Juraj Klaric , Budimir Kliček , Takashi Kobayashi , Joachim Kopp , Magdalena Koppert , Umut Kose , Marek Kowalski , Yury Kudenko , Luis Labarga , Justyna Lagoda , Thierry Lasserre , Rupert Leitner , Francesca di Lodovico , Kenneth Long , Andrea Longhin , Jacobo Lopez-Pavon , Annalisa De Lorenzis , Lucio Ludovici , Isabella Masina , Alessandro Menegolli , Hiroaki Menjo , Susanne Mertens , Etam Noah Messomo , Masayuki Nakahata , Tsuyoshi Nakaya , Marzio Nessi , Tommy Ohlsson , Sandro Palestini , Vittorio Palladino , Marco Pallavicini , Carmen Palomares , Vishvas Pandey , Maura Pavan , Ryan Patterson , Viktor Pec , Serguey Petcov , Catia Petta , Roberto Petti , Francesco Pietropaolo , Boris Popov , Georg Raffelt , Bryan Ramson , Filippo Resnati , Ewa Rondio , Gianfranca de Rosa , Luigi delle Rose , Richard Ruiz , Ruben Saakyan , Paola Sala , Jordi Salvado , Federico Sanchez , Stefan Schönert , Thomas Schwetz , Mark Scott , Haifa Rejeb Sfar , Davide Sgalaberna , Peter Shanahan , Mikhail Shaposhnikov , Masato Shiozawa , Stefan Soldner-Rembold , Paul Soler , Rachik Soualah , Francesca Stocker , Antonio Surdo , Concetta Sutera , Andrii Terliuk , Francesco Terranova , Joshua Thompson , Francesco Tortorici , Roumen Tsenov , Serhan Tufanli , Antonin Vacheret , José W. F. Valle , Maja Verstraeten , Vit Vorobel , Tomasz Wachala , David Wark , Morgan Wascko , Alfons Weber , Christian Weinheimer , Leigh H. Whitehead , Fergus Wilson , Masashi Yokoyama , Jaroslav Zalesak , Andrea Zani , Eric D. Zimmerman , Marco Zito

Laser-driven plasma accelerators provide acceleration gradients three orders of magnitude greater than conventional machines, offering the potential to shrink the length of accelerators by the same factor. To date, laser-acceleration of…

Plasma Physics · Physics 2014-06-20 Simon Martin Hooker

The biomedical community asked CERN to investigate the possibility to transform the Low Energy Ion Ring (LEIR) accelerator into a multidisciplinary, biomedical research facility (BioLEIR) that could provide ample, high-quality beams of a…

Instrumentation and Detectors · Physics 2018-02-23 S. Ghithan , G. Roy , S. Schuh

This report contains the proceedings of the Workshop on Accelerator Magnet Superconductor, Design and Optimization (WAMSDO) held at CERN from 15 to 16 January 2013. This fourth edition of the WAMSDO workshop is focussed on aspects related…

Accelerator Physics · Physics 2014-01-21 E. Todesco

This document provides detailed information on the status of Advanced and Novel Accelerators techniques and describes the steps that need to be envisaged for their implementation in future accelerators, in particular for high energy physics…

Accelerator Physics · Physics 2019-01-31 ALEGRO collaboration

This lecture is a brief introduction to charged particle accelerators. The aim is to provide the reader with basic concepts and tools needed to describe the motion of charged particles under the action of guiding and focussing fields, with…

Accelerator Physics · Physics 2020-06-05 Pedro Fernandes Tavares

The intrinsic constraints in the amplitude of the accelerating fields sustainable by radio-frequency accelerators demand for the pursuit of alternative and more compact acceleration schemes. Among these, plasma-based accelerators are…

Plasma Physics · Physics 2018-06-08 Aaron Alejo , Roman Walczak , Gianluca Sarri

This text is a full transcription of a lecture was given in the Joint Universities Accelerator School (JUAS) in 2023. A much shorter version is to be published in the JUAS book in 2024, along with all other lectures from the JUAS school.…

Accelerator Physics · Physics 2023-10-16 Claire Z. Antoine

Accelerator science and technology is inherently an integrative discipline that combines aspects of physics, computational science, electrical and mechanical engineering. As few universities offer full academic programs, the education of…

Accelerator Physics · Physics 2017-08-23 William A. Barletta , Swapan Chattopadhyay , Andrei Seryi

We summarize the physics motivations for future accelerators at CERN. We argue that (a) a luminosity upgrade for the LHC could provide good physics return for a relatively modest capital investment, (b) CLIC would provide excellent…

High Energy Physics - Experiment · Physics 2007-05-23 Albert De Roeck , John Ellis , Fabiola Gianotti

Particle accelerators have enabled forefront research in high energy physics and other research areas for more than half a century. Accelerators have directly contributed to 26 Nobel Prizes in Physics since 1939 as well as another 20 Nobel…

Accelerator Physics · Physics 2022-06-20 Javier Resta-López

At the Centre for Proton Therapy at the Paul Scherrer Institute cancer patients are treated with a fixed beamline and in two gantries for ocular and non-ocular malignancies, respectively. For the installation of a third gantry a new patient…

Software Engineering · Computer Science 2018-07-06 Pablo Fernandez Carmona , Michael Eichin , Alexandre Mayor , Harald Regele , Martin Grossmann , Damien Charles Weber

The development of instrumentation to be operated in high-radiation environments is one of the main challenges in fundamental research. Besides space and nuclear applications, particle physics experiments also need radiation-hard devices.…

Even though many of the experiments leading to the standard model of particle physics were done at large accelerator laboratories in the US and at CERN[1] many exciting developments happened in smaller national facilities all over the…

Accelerator Physics · Physics 2024-04-11 Volker Ziemann

Primary motivation for this work was the need to implement hardware accelerators for a newly proposed ANN structure called Auto Resonance Network (ARN) for robotic motion planning. ARN is an approximating feed-forward hierarchical and…

Neural and Evolutionary Computing · Computer Science 2024-02-02 Shilpa Mayannavar , Uday Wali

We propose a Plasma Accelerator Research Station (PARS) based at proposed FEL test facility CLARA (Compact Linear Accelerator for Research and Applications) at Daresbury Laboratory. The idea is to use the relativistic electron beam from…