Centre for Advanced Laser Applications: Publications

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Balling, Felix
Doyle, Leonard
Döpp, Andreas
Esslinger, Jannik
Fill, Ernst
Fleischmann, Frank
Gerlach, Sonja
Groß, Martin
Hahner, Daniel
Karsch, Stefan
Kepesidis, Kosmas
Krausz, Ferenc
Krüger, Mathias
Meyer, Daniel
Münzer, Andreas
Naeser, Thorsten
Nubbemeyer, Thomas
Schilling, Gregor
Schreiber, Jörg
Schweiger, Florian
Thirolf, Peter
Vaidyanathan, Vignesh
Voronina, Liudmila
Weigel, Alexander
Wirth, Hans-Friedrich
Zóka, Viola
Žigman, Mihaela

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InfraLight
BIRD
ETTF
HF
LION
LUX
SPECTRE
ATLAS
PFS-pro

CODI: Enhancing machine learning-based molecular profiling through contextual out-of-distribution integration

authors: T. Eissa, M. Huber, B. Obermayer-Pietsch, B. Linkohr, A. Peters, F. Fleischmann, M. Žigman

journal: PNAS Nexus 3, pgae449 (2024)
Petahertz electronics

authors: C. Heide, P. Keathley, M. Kling

journal: Nature Reviews Physics 10.1038/s42254-024-00764-7 (2024)
Pareto optimization and tuning of a laser wakefield accelerator

authors: F. Irshad, C. Eberle, F. M. Foerster, K. Grafenstein, F. Haberstroh, E. Travac, N. Weisse, S. Karsch, A. Döpp

journal: Physical Review Letters 133, 085001 (2024)
Attosecond delays in X-ray molecular ionization

authors: T. Driver, M. Mountney, J. Wang, L. Ortmann, A. Al-Haddad, N. Berrah, C. Bostedt, E. Champenois, L. DiMauro, J. Duris, D. Garratt, J. Glownia, G. Zhaoheng, D. Haxton, E. Isele, I. Ivanov, J. Ji, A. Kamalov, S. Li, M. Lin, J. Marangos, R. Obaid, J. O'Neal,

journal: Nature 632, 782 (2024)
Tracking surface charge dynamics on single nanoparticles

authors: R. Dagar, W. Zhang, P. Rosenberger, T. M. Linker, A. Sousa-Castillo, M. Neuhaus, S. Mitra, S. Biswas, A. Summers, A. Nakano, P. Vashishta, F. Shimojo, J. Wu, C. Costa-Vera, S. Maier, E. Cortes, B. Bergues, M. Kling

journal: Science Advances 10, 32 (2024)
Plasma infrared fingerprinting with machine learning enables single-measurement multi-phenotype health screening

authors: T. Eissa, C. Leonardo, K. Kepesidis, F. Fleischmann, B. Linkohr, D. Meyer, V. Zóka, M. Huber, L. Voronina, L. Richter, A. Peters, M. Žigman

journal: Cell Reports Medicine 5, 101625 (2024)
Waveform retrieval for ultrafast applications based on convolutional neural networks

authors: N. Altwaijry, R. Coffee, M. Kling

journal: APL Machine Learning 2, 026124 (2024)
Dual-oscillator infrared electro-optic sampling with attosecond precision

authors: A. Weigel, P. Jacob, W. Schweinberger, M. Huber, M. Trubetskov, P. Karandušovský, C. Hofer, T. Buberl, T. Amotchkina, M. Högner, D. Hahner, P. Sulzer, A. Leitenstorfer, V. Pervak, F. Krausz, I. Pupeza

journal: Optica 11, 726 (2024)
Terawatt-scale attosecond X-ray pulses from a cascaded superradiant free-electron laser

authors: P. Franz, S. Li, T. Driver, R. R. Robles, D. Cesar, E. Isele, G. Zhaoheng, J. Wang, J. Duris, K. Larsen, J. Glownia, X. Cheng, M. C. Hoffmann, X. Li, M. Lin, A. Kamalov, R. Obaid, A. Summers, N. Sudar, E. Thierstein, Z. Zhang, M. Kling, Z. Huang, J. Cryan

journal: Nature Photonics 18, 698 (2024)
Sensitivity enhancement in photoconductive light field sampling

authors: N. Altwaijry, M. Qasim, D. Zimin, N. Karpowicz, M. Kling

journal: Advanced Optical Materials 12, 2302490 (2024)
Light-wave-controlled Haldane model in monolayer hexagonal boron nitride

authors: S. Mitra, A. Jiménez-Galán, M. Aulich, M. Neuhaus, R. E. F. Silva, V. Pervak, M. Kling, S. Biswas

journal: Nature 628, 752 (2024)
Leveraging trust for joint multi-objective and multi-fidelity optimization

authors: F. Irshad, S. Karsch, A. Döpp

journal: Machine Learning: Science and Technology 5, 015056 (2024)