Using ML autoencoders for anomaly detection in accelerator controls
Machine learning autoencoders for improved accelerator controls
Video
Research Spotlight: Averaged Invariants in Storage Rings with Synchrotron Motion
Learn about storage ring particle accelerator design and modeling with RadiaSoft accelerator physicist Dr. Stephen Webb.
Modeling Photoinjector Guns with OPAL in Sirepo
Learn how to build a photoinjector from scratch using the OPAL app in Sirepo and export it to Jupyter for analysis and customization.
Machine Learning Models and Classifiers in Sirepo/Activait
Build, test, deploy ML models and classifiers using Activait
What Is Sirepo? Software & Science Codes Overview
Sirepo crash-course: Learn about what Sirepo is, how it works, and what it can do for your research in this bird’s-eye view of the cloud-based software.
Using ML autoencoders for anomaly detection in accelerator controls
Machine learning autoencoders for improved accelerator controls
Accelerator & Beam Physics News: Aug–Sept 2020 Roundup
Stay on top of accelerator news with our roundup: we’re seeing news about a National Quantum Information Research Center, low-cost ventilator design & novel dephasing less laser wakefield accelerator concepts.
Feedforward Neural Networks
Learn about what’s happening inside the machine learning “black box”
Live Demo: elegant on Sirepo for accelerator simulations
Sirepo/elegant demo for particle accelerator simulaitons
Sirepo elegant tutorial: How to build a FODO Cell in Sirepo
Learn to simulate FODO cells, the basic accelerator building block
Accelerator & Beam Physics News: June–July 2020 Roundup
See what's happening in the accelerator/beam physics world with the June/July news roundup: CMS scientists publish 1,000th peer-reviewed paper, CERN moves ahead on HL-LHC, RHIC hits 20-year milestone for colliding.
Synchrotron Radiation 101: How Light Sources Work and Their Applications
Curious about synchrotron radiation? Learn what synchrotron light is, how it’s produced, and what it’s used for in this beginner’s guide to light sources.
ML for Science & Engineering Solutions
Machine Learning is a cutting-edge technology for solving previously-unsolvable problems, with broad applications across science and industry. RadiaSoft can help you with customized solutions for your organization’s complex challenges.
How Particle Accelerators Work: From Linac to Synchrotron
Learn about particle accelerators, from why and how we accelerate particles to their many applications in science, medicine, art, food, and more.
Three Reasons Why You Should Wrap Legacy Codes in GUIs
Learn about how GUIs for scientific command-line codes can improve succession planning, shorten onborading, and give you ready-made plots.
GUIs for Code
RadiaSoft specializes in wrapping open-source, legacy codes in intuitive, browser-based GUIs. This user-friendly approach makes complicated codes accessible for a wide range of practitioners, from novice to expert.
Simulation of photon-stimulated desorption within a storage ring vacuum chamber.
Storage ring vacuum chamber simulation
Exchange and backup SRW/Sirepo simulations
Backup and exchange SRW simulations in different formats
SRW Initial Wavefront Simulation Grid
Explainer on simulation-wide parameters in Sirepo/SRW