Machine learning for orders of magnitude speedup in multiobjective optimization of particle accelerator systems

Parallel general purpose multiobjective optimization framework with application to electron beam dynamics

(2019) N. Neveu et al.   Physical Review Accelerators and Beams

Demonstration of Machine Learning-Based Model-Independent Stabilization of Source Properties in Synchrotron Light Sources

(2019) S. C. Leemann et al.   PHYSICAL REVIEW LETTERS

Demonstration of Model-Independent Control of the Longitudinal Phase Space of Electron Beams in the Linac-Coherent Light Source with Femtosecond Resolution

(2018) Alexander Scheinker et al.   PHYSICAL REVIEW LETTERS

Machine learning-based longitudinal phase space prediction of particle accelerators

(2018) C. Emma et al.   Physical Review Accelerators and Beams

Overcoming catastrophic forgetting in neural networks

(2017) James Kirkpatrick et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A spectral, quasi-cylindrical and dispersion-free Particle-In-Cell algorithm

(2016) Rémi Lehe et al.   COMPUTER PHYSICS COMMUNICATIONS

The Dynamic Kernel Scheduler—Part 1

(2016) Andreas Adelmann et al.   COMPUTER PHYSICS COMMUNICATIONS

Neural Networks for Modeling and Control of Particle Accelerators

(2016) A. L. Edelen et al.   IEEE TRANSACTIONS ON NUCLEAR SCIENCE

Perturbation-minimized triangular bunch for high-transformer ratio using a double dogleg emittance exchange beam line

(2016) G. Ha et al.   Physical Review Accelerators and Beams

Adaptive method for electron bunch profile prediction

(2015) Alexander Scheinker et al.   PHYSICAL REVIEW SPECIAL TOPICS-ACCELERATORS AND BEAMS

Multi-objective particle swarm and genetic algorithm for the optimization of the LANSCE linac operation

(2014) X. Pang et al.   NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT

A domain decomposition method for pseudo-spectral electromagnetic simulations of plasmas

(2013) Jean-Luc Vay et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Demonstration of low emittance in the Cornell energy recovery linac injector prototype

(2013) Colwyn Gulliford et al.   PHYSICAL REVIEW SPECIAL TOPICS-ACCELERATORS AND BEAMS

Innovative applications of genetic algorithms to problems in accelerator physics

(2013) Alicia Hofler et al.   PHYSICAL REVIEW SPECIAL TOPICS-ACCELERATORS AND BEAMS

Short-pulse dielectric two-beam acceleration

(2012) W. GAI et al.   JOURNAL OF PLASMA PHYSICS

Beam dynamics simulation for the high intensity cyclotrons

(2012) J.J. Yang et al.   NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT

Proposal for an Electron Antineutrino Disappearance Search Using High-RateLi8Production and Decay

(2012) A. Bungau et al.   PHYSICAL REVIEW LETTERS

Global sensitivity analysis using polynomial chaos expansions

(2007) Bruno Sudret   RELIABILITY ENGINEERING & SYSTEM SAFETY