Faran Irshad

According to our database, Faran Irshad authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

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, June, 2025

2024

Leveraging trust for joint multi-objective and multi-fidelity optimization.

Faran Irshad, Stefan Karsch, Andreas Döpp

Mach. Learn. Sci. Technol., 2024

2023

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

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

Multi-objective and multi-fidelity Bayesian optimization of laser-plasma acceleration.

Faran Irshad, Stefan Karsch, Andreas Döpp

CoRR, 2022

2021

Expected hypervolume improvement for simultaneous multi-objective and multi-fidelity optimization.

Faran Irshad, Stefan Karsch, Andreas Döpp

CoRR, 2021