Physics-informed neural networks (PINN) with a mathematics-informed architecture for the nuclear decay equation, Miha Pompe, 2023, pdf
Kepler problems with physics-informed neural networks, J. Mazenauer, 2022, pdf
Model-Agnostic Machine Learning Explainability for Regression Tasks in Physical Systems, F. Wilke Grosche, 2021, pdf
Assessing the Influence of Measurement Errors on the Performance of Neural Networks for the Retrieval of Aerosol Properties from Light Scattering Measurements, R. Ammann, 2021, pdf
Invertible neural networks for retrieving aerosol properties, D. Degen, 2021, pdf
Accelerating accelerators: Fast surrogate models for beam prediction, R. Belotti, 2020, pdf
Performance of different Machine Learning techniques for Forecasting of Particle Accelerator Interlocks, M. Zacharias, 2020, pdf
Robust Bayesian Optimization for SwissFEL, M. Nonnenmacher, 2018, pdf
A Generic Implementation of a Truncated Power Series Algebra in Julia for Beam Dynamics Modelling, Matthieu Melennec, 2023, pdf
Beam Angle Selection of Non-Coplanar Fields in Proton Therapy, Bastien Golomer, 2023, pdf
On understanding the differences in measured and calculated energy spread in the SwissFEL injector, Garðar Árni Skarphéðinsson, 2022, pdf
A Performance Portable Poisson Solver for the Hose Instability, Sonali Mayani, 2021, pdf
Optimisation of the Muon Injection for a Muon EDM Experiment, A. Holmberg, 2021, pdf
On the Modelling of Collisions in Cold Particle Electron Sources, Tim Wyssling, 2020, pdf
Start-to-End Modelling of the AWA Microbunched Electron Cooling POP-Experiment, A. Albà, 2020, pdf
Limitations of a linear transfer map method for finding matched distributions in high intensity cyclotrons, Ch. Cortes, 2018, pdf
A Numerical Model for the Computation of a Quantum FreeElectron Laser, S. Li, 2018, pdf
Beam Characterization of Low Energy Electrons from a Laser Wakefield Accelerator, N. Sauerwein, 2019, pdf
Design and Fabrication of a Two-Dimensional Photonic Band Gap Structure for Terahertz-driven particle acceleration based on Fused Silica, M. Kellermeier, 2018, pdf
Single Beam Wollaston Interferometry of a Gas Jet with non-Uniform Density towards Laser Wakefield Acceleration, B. Hermann, 2017, pdf
Theory and Experimental Test of Electron Spectrometers for Laser Wakefield Accelerators, N. Sauerwein, 2017 (Paris), pdf
Schlieren Interferometry of a Pulsed Gas Jet, B. Hermann, 2016, pdf
Design study for Laser Plasma Wakefield Acceleration of low Energy Electrons, N. Sauerwein, 2016, pdf
Central Region Design of a Compact High Intensity Cyclotron, J. Jonnerby, 2016, pdf
Towards a Particle-Core Model for Cyclotrons, P. Berger, 2014 (received ETH Award!), pdf
Measurement of beam energy spread from kicked beam decoherence at the SLS storage ring, D. Mayilyan, 2014, pdf
Double Degrader for Proton Therapy, H. Stachel, 2013, pdf
A Relativistic Fluid Model for Particle Beams in Cyclotrons, C. Stritt, 2013, pdf
Modeling of the COMET Cyclotron in OPAL and Switching Improvements of the Beam Intensity, J. Veenedaal, 2013, pdf
Short-range Wakefield Model Implementation in OPAL, S. Pauli, 2008, pdf
Beam dynamics in high intensity cyclotrons including neighboring bunch effects, J.J. Yang, 2010, pdf
Towards quantitative simulations of high power proton cyclotrons, Y.J. Bi, 2011, pdf
Toward Massively Parallel Multi-Objective Optimization with Application to Particle Accelerators, Y. Ineichen, 2013, pdf
A Self-Consistent Particle-In-Cell Time-Domain Solver Incorporating Radiative Interaction, Ch. Metzger, 2014, pdf
Space Charge Aspects of Particle Transport, A. Kolano, 2016, University of Huddersfield
Future Processor Hardware Architectures for the Benefit of Precise Particle Accelerator Modeling, Uldis Locans, 2017, link
Precise Beam Dynamics Models for Transport Lines in a Cyclotron-based Proton Therapy Facility, V. Rizzoglio, 2018, link
Shape Optimisation in RF-Structures, Marija Kranjcevic, 2019, link
Precise Simulations of Multibunches in High Intensity Cyclotrons, Matthias Frey, 2020, link
Time series forecasting methods and their applications to particle accelerators, Sichen Li, 2023, link
The FANTASTIC Project: Towards Clinically Driven Fully Automated Treatment Planning for Intensity-Modulated Proton Therapy, Renato Bellotti, 2024, link
Novel Methods for Uncertainty Quantification of Spent Nuclear Fuel, Arnau Albà, 2024, link