Search Results - "Irshad, Faran"

Data-driven science and machine learning methods in laser–plasma physics by Döpp, Andreas, Eberle, Christoph, Howard, Sunny, Irshad, Faran, Lin, Jinpu, Streeter, Matthew

“…Laser-plasma physics has developed rapidly over the past few decades as lasers have become both more powerful and more widely available. Early experimental and…”
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Leveraging trust for joint multi-objective and multi-fidelity optimization by Irshad, Faran, Karsch, Stefan, Döpp, Andreas

“…In the pursuit of efficient optimization of expensive-to-evaluate systems, this paper investigates a novel approach to Bayesian multi-objective and…”
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Tango Controls and data pipeline for petawatt laser experiments by Weiße, Nils, Doyle, Leonard, Gebhard, Johannes, Balling, Felix, Schweiger, Florian, Haberstroh, Florian, Geulig, Laura D., Lin, Jinpu, Irshad, Faran, Esslinger, Jannik, Gerlach, Sonja, Gilljohann, Max, Vaidyanathan, Vignesh, Siebert, Dennis, Münzer, Andreas, Schilling, Gregor, Schreiber, Jörg, Thirolf, Peter G., Karsch, Stefan, Döpp, Andreas

“…The Centre for Advanced Laser Applications in Garching, Germany, is home to the ATLAS-3000 multi-petawatt laser, dedicated to research on laser particle…”
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Leveraging Trust for Joint Multi-Objective and Multi-Fidelity Optimization by Irshad, Faran, Karsch, Stefan, Döpp, Andreas

“…IOP Machine Learning: Science and Technology (2024) In the pursuit of efficient optimization of expensive-to-evaluate systems, this paper investigates a novel…”
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Multi-objective and multi-fidelity Bayesian optimization of laser-plasma acceleration by Irshad, Faran, Karsch, Stefan, Döpp, Andreas

“…Beam parameter optimization in accelerators involves multiple, sometimes competing objectives. Condensing these individual objectives into a single figure of…”
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Data-driven Science and Machine Learning Methods in Laser-Plasma Physics by Döpp, Andreas, Eberle, Christoph, Howard, Sunny, Irshad, Faran, Lin, Jinpu, Streeter, Matthew

“…High Power Laser Science and Engineering (2023) Laser-plasma physics has developed rapidly over the past few decades as high-power lasers have become both…”
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Stacked switched capacitor architecture using electrolytic capacitors for size reduction by Irshad, Faran, Rizwan, Mishal, Nauman, A.

“…DC-Link Capacitors are one of the core constituents in many power electronic systems mainly DC-micro grids. They contribute significantly to the overall size…”
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Technique for DC to AC inversion using a Buck converter with an input LC filter by Irshad, Faran, Rizwan, Mishal, Khalid, Haroon, Zaffar, Nauman A.

“…DC to AC inversion is a core constituent in many energy systems. The drive to create and sustain smaller, more mobile systems, calls for a decrease in the size…”
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