From Compact Plasma Particle Sources to Advanced Accelerators with Modeling at Exascale

03/22/2023
by   Axel Huebl, et al.
0

Developing complex, reliable advanced accelerators requires a coordinated, extensible, and comprehensive approach in modeling, from source to the end of beam lifetime. We present highlights in Exascale Computing to scale accelerator modeling software to the requirements set for contemporary science drivers. In particular, we present the first laser-plasma modeling on an exaflop supercomputer using the US DOE Exascale Computing Project WarpX. Leveraging developments for Exascale, the new DOE SCIDAC-5 Consortium for Advanced Modeling of Particle Accelerators (CAMPA) will advance numerical algorithms and accelerate community modeling codes in a cohesive manner: from beam source, over energy boost, transport, injection, storage, to application or interaction. Such start-to-end modeling will enable the exploration of hybrid accelerators, with conventional and advanced elements, as the next step for advanced accelerator modeling. Following open community standards, we seed an open ecosystem of codes that can be readily combined with each other and machine learning frameworks. These will cover ultrafast to ultraprecise modeling for future hybrid accelerator design, even enabling virtual test stands and twins of accelerators that can be used in operations.

READ FULL TEXT

page 1

page 2

page 3

research
08/03/2022

Next Generation Computational Tools for the Modeling and Design of Particle Accelerators at Exascale

Particle accelerators are among the largest, most complex devices. To me...
research
03/14/2022

Neural Network Solver for Coherent Synchrotron Radiation Wakefield Calculations in Accelerator-based Charged Particle Beams

Particle accelerators support a wide array of scientific, industrial, an...
research
10/08/2021

Pyxis: An Open-Source Performance Dataset of Sparse Accelerators

Specialized accelerators provide gains of performance and efficiency in ...
research
10/01/2019

UltraShare: FPGA-based Dynamic Accelerator Sharing and Allocation

Despite all the available commercial and open-source frameworks to ease ...
research
09/21/2022

Review of Time Series Forecasting Methods and Their Applications to Particle Accelerators

Particle accelerators are complex facilities that produce large amounts ...
research
10/22/2021

Uncertainty aware anomaly detection to predict errant beam pulses in the SNS accelerator

High-power particle accelerators are complex machines with thousands of ...
research
03/28/2023

Pareto Optimization of a Laser Wakefield Accelerator

Optimization of accelerator performance parameters is limited by numerou...

Please sign up or login with your details

Forgot password? Click here to reset