MB
Michael Bussmann
physics.plasm-phcs.DCphysics.acc-phphysics.comp-phcs.LGphysics.opticscs.AIcs.PFphysics.ins-detcs.CR
On Valency
published · living versionsW_fmwg65dc·v1 · currentpublished
NEOPIC: A Neural Operator Framework for Particle-based Kinetic Plasma Simulations
with Sriramkrishnan Muralikrishnan, Chelsea Maria John, Jeffrey Kelling, Robert Speck +1
1 version
Preprints & journals
82 papers in the corpus · 2009–2026Kinetic Simulations of Laser-Driven Compression and Heating of Magnetised Cryogenic Hydrogen Targets using PIConGPU2605.16206v1 · Filip Opto\lowicz, Klaus Steiniger, David Blaschke et al.2026 · 0 citationsarXiv
Post-Moore Technologies for Plasma Simulation: A Community Roadmap2605.07722v1 · Luca Pennati, Erik M. \AAsgrim, Jeremy J. Williams et al.2026 · 0 citationsarXiv
X-Ray Diagnostics Analysis Verification and Exploration (xDAVE) Code for the Prediction and Interpretation of X-Ray Thomson Scattering Experiments2604.27237v1 · Hannah M. Bellenbaum, Dave A. Chapman, Maximilian P. Bohme et al.2026 · 0 citationsarXiv
Adaptable phase retrieval for coherent transition radiation spectroscopy based on differentiable physics information2604.25489v1 · Ritz Ann Aguilar, Maxwell LaBerge, Andreas Doepp et al.2026 · 0 citationsarXiv
Monte-Carlo Event Generation for X-Ray Thomson Scattering Analysis2604.05935v2 · Uwe Hernandez Acosta, Thomas Gawne, Jan Vorberger et al.2026 · 0 citationsarXiv
Patch-MLP-Based Predictive Control: Simulation of Upstream Pointing Stabilization for PHELIX Laser System2510.26540v2 · Jiaying Wang, Jonas Benjamin Ohland, Yen-Yu Chang et al.2025 · 0 citationsJiaying Wang et al 2026 Mach. Learn.: Sci. Technol. 7 015023
Radiative Signatures of Magnetic Reconnection: An Approach to Remote Probing of Reconnection Dynamics2508.10768v1 · Sergey K. Ermakov, Michael Bussmann, Alexander Debus et al.2025 · 0 citationsarXiv
Annual updates of the European Association of Urology - European Society for Pediatric Urology (EAU-ESPU) paediatric urology guidelines: Are large-language models (LLM) better than the usual structured methodology?40514273 · 't Hoen, L A, van Uitert, A, Bussmann, M et al.2025 · 5 citationsJournal of pediatric urology. 2025;21(6):1643-1649
Roadmap for warm dense matter physics2505.02494v2 · Jan Vorberger, Frank Graziani, David Riley et al.2025 · 10 citationsarXiv
A Parallel and Highly-Portable HPC Poisson Solver: Preconditioned Bi-CGSTAB with alpaka2503.08935v1 · Luca Pennati, M\aans I. Andersson, Klaus Steiniger et al.2025 · 2 citationsarXiv
The Artificial Scientist -- in-transit Machine Learning of Plasma Simulations2501.03383v3 · Jeffrey Kelling, Vicente Bolea, Michael Bussmann et al.2025 · 0 citationsarXiv
Streaming Data in HPC Workflows Using ADIOS2410.00178v1 · Greg Eisenhauer, Norbert Podhorszki, Ana Gainaru et al.2024 · 2 citationsarXiv
Enabling High-Throughput Parallel I/O in Particle-in-Cell Monte Carlo Simulations with openPMD and Darshan I/O Monitoring2408.02869v1 · Jeremy J. Williams, Daniel Medeiros, Stefan Costea et al.2024 · 6 citationsarXiv
(Sub-)Picosecond Surface Correlations of Femtosecond Laser Excited Al-Coated Multilayers Observed by Grazing-Incidence X-ray Scattering.38921926 · Randolph, Lisa, Banjafar, Mohammadreza, Yabuuchi, Toshinori et al.2024 · 3 citationsNanomaterials (Basel, Switzerland). 2024;14(12)
The importance of temperature-dependent collision frequency in PIC simulation on nanometric density evolution of highly-collisional strongly-coupled dense plasmas2404.15813v1 · Mohammadreza Banjafar, Lisa Randolph, Lingen Huang et al.2024 · 0 citationsarXiv
Live Iterative Ptychography.38376755 · Weber, Dieter, Ehrig, Simeon, Schropp, Andreas et al.2024 · 8 citationsMicroscopy and microanalysis : the official journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada. 2024;30(1):103-117
EZ: An Efficient, Charge Conserving Current Deposition Algorithm for Electromagnetic Particle-In-Cell Simulations2309.09873v1 · Klaus Steiniger, Rene Widera, Sergei Bastrakov et al.2023 · 2 citationsComputer Physics Communications 291 (2023) 108849
Kidnapping Deep Learning-based Multirotors using Optimized Flying Adversarial Patches2308.00344v2 · Pia Hanfeld, Khaled Wahba, Marina M.-C. Hohne et al.2023 · 0 citationsarXiv
Ultra-short pulse laser acceleration of protons to 80 MeV from cryogenic hydrogen jets tailored to near-critical density.37419912 · Rehwald, Martin, Assenbaum, Stefan, Bernert, Constantin et al.2023 · 59 citationsNature communications. 2023;14(1):4009
Flying Adversarial Patches: Manipulating the Behavior of Deep Learning-based Autonomous Multirotors2305.12859v2 · Pia Hanfeld, Marina M.-C. Hohne, Michael Bussmann et al.2023 · 1 citationarXiv
Visualizing Plasmons and Ultrafast Kinetic Instabilities in Laser-Driven Solids using X-ray Scattering2304.11011v4 · PawełOrdyna, Carsten Bahtz, Erik Brambrink et al.2023 · 8 citationsarXiv
Learning Electron Bunch Distribution along a FEL Beamline by Normalising Flows2303.00657v1 · Anna Willmann, Jurjen Couperus Cabadag, Yen-Yu Chang et al.2023 · 0 citationsMachine Learning and the Physical Sciences 2022 workshop, NeurIPS
Probing the dynamics of solid density micro-wire targets after ultra-intense laser irradiation using a free-electron laser2302.03104v1 · Thomas Kluge, Michael Bussmann, Eric Galtier et al.2023 · 3 citationsarXiv
Application Experiences on a GPU-Accelerated Arm-based HPC Testbed.38197035 · Elwasif, Wael, Godoy, William, Hagerty, Nick et al.2024 · 10 citationsThe proceedings of International Conference on High Performance Computing in Asia-Pacific Region (HPC Asia 2023 Workshops) : 27 February to 2 March 2023, Singapore. International Conference/Exhibition on High-Performance Computing in th.... 2023;2023:35-49
Continual learning autoencoder training for a particle-in-cell simulation via streaming2211.04770v1 · Patrick Stiller, Varun Makdani, Franz Poschel et al.2022 · 1 citationarXiv
A manually curated compendium of expression profiles for the microbial cell factory Corynebacterium glutamicum.36182956 · Kranz, Angela, Polen, Tino, Kotulla, Christian et al.2022 · 6 citationsScientific data. 2022;9(1):594
Challenges Porting a C++ Template-Metaprogramming Abstraction Layer to Directive-based Offloading2110.08650v2 · Jeffrey Kelling, Sergei Bastrakov, Alexander Debus et al.2021 · 6 citationsarXiv
Metrics and Design of an Instruction Roofline Model for AMD GPUs2110.08221v2 · Matthew Leinhauser, Ren'e Widera, Sergei Bastrakov et al.2021 · 17 citationsarXiv
Optimized laser ion acceleration at the relativistic critical density surface2110.01257v2 · Ilja Gothel, Constantin Bernert, Michael Bussmann et al.2021 · 12 citationsarXiv
A Deep Dive into Machine Learning Density Functional Theory for Materials Science and Chemistry2110.00997v3 · Lenz Fiedler, Karan Shah, Michael Bussmann et al.2021 · 111 citationsarXiv
Publisher Correction: Laser spectroscopy of the [Formula: see text], [Formula: see text] transitions in stored and cooled relativistic [Formula: see text] ions.34462550 · Winzen, D, Hannen, V, Bussmann, M et al.2023 · 0 citationsScientific reports. 2021;11(1):17660
Transitioning from file-based HPC workflows to streaming data pipelines with openPMD and ADIOS22107.06108v2 · Franz Poeschel, Juncheng E, William F. Godoy et al.2021 · 20 citationsarXiv
InFlow: Robust outlier detection utilizing Normalizing Flows2106.12894v2 · Nishant Kumar, Pia Hanfeld, Michael Hecht et al.2021 · 5 citationsarXiv
LLAMA: The Low-Level Abstraction For Memory Access2106.04284v3 · Bernhard Manfred Gruber, Guilherme Amadio, Jakob Blomer et al.2021 · 12 citationsSoftw Pract Exper. 2022; 1- 27
Data-Driven Shadowgraph Simulation of a 3D Object2106.00317v1 · Anna Willmann, Patrick Stiller, Alexander Debus et al.2021 · 1 citationarXiv
Invertible Surrogate Models: Joint surrogate modelling and reconstruction of Laser-Wakefield Acceleration by invertible neural networks2106.00432v1 · Friedrich Bethke, Richard Pausch, Patrick Stiller et al.2021 · 3 citationsarXiv
Multi-octave high-dynamic range optical spectrometer for single-pulse diagnostic applications2104.08539v1 · Omid Zarini, Jurjen Couperus Cabadag, Yen-Yu Chang et al.2021 · 1 citationarXiv
Nanoscale subsurface dynamics of solids upon high-intensity laser irradiation observed by femtosecond grazing-incidence x-ray scattering2012.15076v2 · Lisa Randolph, Mohammadreza Banjafar, Thomas R. Preston et al.2020 · 0 citationsarXiv
Probing ultrafast laser plasma processes inside solids with resonant small-angle X-ray scattering2012.07922v1 · Lennart Gaus, Lothar Bischoff, Michael Bussmann et al.2020 · 18 citationsarXiv
On the observability of field-assisted birefringent Delbrück scattering2012.04484v1 · N. Ahmadiniaz, M. Bussmann, T. E. Cowan et al.2020 · 13 citationsPhys. Rev. D 104, 011902 (2021)
Large-scale Neural Solvers for Partial Differential Equations2009.03730v1 · Patrick Stiller, Friedrich Bethke, Maximilian Bohme et al.2020 · 19 citationsarXiv
Femtosecond laser produced periodic plasma in a colloidal crystal probed by XFEL radiation.32612095 · Mukharamova, Nastasia, Lazarev, Sergey, Meijer, Janne-Mieke et al.2024 · 6 citationsScientific reports. 2020;10(1):10780
Broadband holography-assisted coherent imaging -- towards attosecond imaging at the nanoscale2006.14463v2 · Wilhelm Eschen, Sici Wang, Chang Liu et al.2020 · 20 citationsarXiv
Molecular Basis of Growth Inhibition by Acetate of an Adenylate Cyclase-Deficient Mutant of Corynebacterium glutamicum.32117117 · Wolf, Natalie, Bussmann, Michael, Koch-Koerfges, Abigail et al.2024 · 17 citationsFrontiers in microbiology. 2020;11:87
Demonstration of a compact plasma accelerator powered by laser-accelerated electron beams1909.06676v1 · T. Kurz, T. Heinemann, M. F. Gilljohann et al.2019 · 88 citationsarXiv
Hybrid LWFA-PWFA staging as a beam energy and brightness transformer: conceptual design and simulations.31230579 · Martinez de la Ossa, A, Assmann, R W, Bussmann, M et al.2024 · 22 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2019;377(2151):20180175
Restoring betatron phase coherence in a beam-loaded laser-wakefield accelerator1905.02240v2 · A. Kohler, R. Pausch, M. Bussmann et al.2019 · 6 citationsPhys. Rev. Accel. Beams 24, 091302 (2021)
Spectral Control via Multi-Species Effects in PW-Class Laser-Ion Acceleration1903.06428v2 · Axel Huebl, Martin Rehwald, Lieselotte Obst-Huebl et al.2019 · 11 citationsPlasma Phys. Control. Fusion 62 124003, 2020
All-optical structuring of laser-driven proton beam profiles.30546015 · Obst-Huebl, Lieselotte, Ziegler, Tim, Brack, Florian-Emanuel et al.2018 · 21 citationsNature communications. 2018;9(1):5292
Technical Note: Experimental verification of magnetic field-induced beam deflection and Bragg peak displacement for MR-integrated proton therapy.29763970 · Schellhammer, Sonja M, Gantz, Sebastian, Lühr, Armin et al.2018 · 42 citationsMedical physics. 2018;45(7):3429-3434
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