Expected hypervolume improvement for simultaneous multi-objective and multi-fidelity optimization. - Faran Irshad; Stefan Karsch; Andreas Döpp (CoRR, 2021)

Multi-objective and multi-fidelity Bayesian optimization of laser-plasma acceleration. - Faran Irshad; Stefan Karsch; Andreas Döpp (CoRR, 2022)

Data-driven Science and Machine Learning Methods in Laser-Plasma Physics. - Andreas Döpp; Christoph Eberle; Sunny Howard; Faran Irshad; Jinpu Lin; Matthew J. W. Streeter (CoRR, 2022)

Pareto Optimization of a Laser Wakefield Accelerator. - Faran Irshad; Christoph Eberle; F. M. Foerster; K. v. Grafenstein; F. Haberstroh; E. Travac; N. Weisse; Stefan Karsch; Andreas Döpp (CoRR, 2023)

Information-Optimal Sensing and Control in High-Intensity Laser Experiments. - Andreas Döpp; Christoph Eberle; Jannik Esslinger; Sunny Howard; Faran Irshad; J. Schroeder; N. Weisse; Stefan Karsch (CoRR, 2025)