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The projection algorithm is frequently used in adaptive control and this note presents a detailed analysis of its properties.

适应与自组织系统 · 物理学 2012-10-18 Eugene Lavretsky , Travis E. Gibson

This report is a summary of two preparatory workshops, documenting the community vision for the national accelerator and beam physics research program. It identifies the Grand Challenges of accelerator and beam physics (ABP) field and…

This paper describes an approach to the methodology of answer set programming (ASP) that can facilitate the design of encodings that are easy to understand and provably correct. Under this approach, after appending a rule or a small group…

人工智能 · 计算机科学 2019-08-08 Vladimir Lifschitz

This paper presents a mathematical approach for improving the performance of a control system by modifying the time delay at certain operating conditions. This approach converts a continuous time loop into a discrete time loop. The formula…

系统与控制 · 计算机科学 2015-03-03 Salem Alkhalaf

There is a trend towards increased specialization of data management software for performance reasons. In this paper, we study the automatic specialization and optimization of database application programs -- sequences of queries and…

Autonomous tuning of particle accelerators is an active and challenging field of research with the goal of enabling novel accelerator technologies cutting-edge high-impact applications, such as physics discovery, cancer research and…

计算与语言 · 计算机科学 2024-05-16 Jan Kaiser , Annika Eichler , Anne Lauscher

The current activity of the SPARC_LAB test-facility is focused on the realization of plasma-based acceleration experiments with the aim to provide accelerating field of the order of several GV/m while maintaining the overall quality (in…

To increase the science rate for high data rates/volumes, Thomas Jefferson National Accelerator Facility (JLab) has partnered with Energy Sciences Network (ESnet) to define an edge to data center traffic shaping / steering transport…

网络与互联网体系结构 · 计算机科学 2023-03-30 Stacey Sheldon , Yatish Kumar , Michael Goodrich , Graham Heyes

Asynchronous iterative methods tolerate straggling processors by allowing workers to proceed with stale data, but at a cost: the iterates become inconsistent, potentially degrading convergence. We investigate whether convergence…

分布式、并行与集群计算 · 计算机科学 2026-05-28 Evan Coleman , Masha Sosonkina

These proceedings are of interest to staff and students in accelerator laboratories, university departments and companies working in or having an interest in the field of new acceleration techniques. Following introductory lectures on…

加速器物理 · 物理学 2017-08-04 Bernhard Holzer

We study the question of how to aggregate controllers for dynamical systems in order to improve their performance. To this end, we propose a framework of boosting for online control. Our main result is an efficient boosting algorithm that…

机器学习 · 计算机科学 2020-02-25 Naman Agarwal , Nataly Brukhim , Elad Hazan , Zhou Lu

This paper presents the latest trends in the powering of particle accelerators. A series of solutions is proposed for responding to the challenges of high performance machines. This paper covers the domains of magnetic field uncertainty,…

加速器物理 · 物理学 2016-07-07 J-P Burnet

We present relaxation and preconditioning techniques which accelerate the inversion of the overlap operator by a factor of four on small lattices, with larger gains as the lattice size increases. These improvements can be used in both…

高能物理 - 格点 · 物理学 2009-11-10 S. Krieg , N. Cundy , J. van den Eshof , A. Frommer , Th. Lippert , K. Schäfer

Wakefield accelerators are under development in many laboratories worldwide. They bring the promise of a high accelerating gradient, orders of magnitude higher than current machines. The reduction in the overall length of the accelerators…

加速器物理 · 物理学 2020-05-19 Alessandro Cianchi

This paper evaluates the impact of various event extraction systems on automatic pathway curation using the popular mTOR pathway. We quantify the impact of training data sets as well as different machine learning classifiers and show that…

计算与语言 · 计算机科学 2017-07-10 Wojciech Kusa , Michael Spranger

This paper describes the CERN's vacuum control system from the field devices to the Supervisory Control and Data Acquisition software. First, a particular attention is given to the environment present in the accelerators, like noise…

仪器与探测器 · 物理学 2020-06-08 G. Pigny , A. Rocha

This paper introduces a unified framework for accelerated gradient methods through the variable and operator splitting (VOS). The operator splitting decouples the optimization process into simpler subproblems, and more importantly, the…

最优化与控制 · 数学 2025-05-08 Long Chen , Luo Hao , Jingrong Wei

The simulation of a physical system in a virtual replica, known as a digital twin, is a useful way to interrogate the system non-invasively, providing the ability to perform predictive maintenance and surveillance, and to investigate…

Automated driving systems require monitoring mechanisms to ensure safe operation, especially if system components degrade or fail. Their runtime self-representation plays a key role as it provides a-priori knowledge about the system's…

机器人学 · 计算机科学 2024-07-30 Richard Schubert , Marvin Loba , Jasper Sünnemann , Torben Stolte , Markus Maurer