Michael Bussmann

Orcid: 0000-0002-8258-3881

According to our database1, Michael Bussmann authored at least 30 papers between 2004 and 2023.

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Bibliography

2023
EZ: An efficient, charge conserving current deposition algorithm for electromagnetic particle-in-cell simulations.
Comput. Phys. Commun., October, 2023

AI-Augmented Facilities: Bridging Experiment and Simulation with ML (Dagstuhl Seminar 23132).
Dagstuhl Reports, March, 2023

LLAMA: The low-level abstraction for memory access.
Softw. Pract. Exp., 2023

Flying Adversarial Patches: Manipulating the Behavior of Deep Learning-based Autonomous Multirotors.
CoRR, 2023

Learning Electron Bunch Distribution along a FEL Beamline by Normalising Flows.
CoRR, 2023

Hardware-Agnostic Interactive Exascale In Situ Visualization of Particle-In-Cell Simulations.
Proceedings of the Platform for Advanced Scientific Computing Conference, 2023

Kidnapping Deep Learning-based Multirotors using Optimized Flying Adversarial Patches.
Proceedings of the International Symposium on Multi-Robot and Multi-Agent Systems, 2023


2022
Metrics and Design of an Instruction Roofline Model for AMD GPUs.
ACM Trans. Parallel Comput., 2022

Continual learning autoencoder training for a particle-in-cell simulation via streaming.
CoRR, 2022

Early Application Experiences on a Modern GPU-Accelerated Arm-based HPC Platform.
CoRR, 2022

Evaluating GPU Programming Models for the LUMI Supercomputer.
Proceedings of the Supercomputing Frontiers - 7th Asian Conference, 2022

2021
Implicit reduced Vlasov-Fokker-Planck-Maxwell model based on high-order mixed elements.
J. Comput. Phys., 2021

InFlow: Robust outlier detection utilizing Normalizing Flows.
CoRR, 2021

Invertible Surrogate Models: Joint surrogate modelling and reconstruction of Laser-Wakefield Acceleration by invertible neural networks.
CoRR, 2021

Data-Driven Shadowgraph Simulation of a 3D Object.
CoRR, 2021

Challenges Porting a C++ Template-Metaprogramming Abstraction Layer to Directive-Based Offloading.
Proceedings of the Accelerator Programming Using Directives - 8th International Workshop, 2021

Transitioning from File-Based HPC Workflows to Streaming Data Pipelines with openPMD and ADIOS2.
Proceedings of the Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation, 2021

2020
Large-Scale Neural Solvers for Partial Differential Equations.
Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020

2017
Tuning and Optimization for a Variety of Many-Core Architectures Without Changing a Single Line of Implementation Code Using the Alpaka Library.
Proceedings of the High Performance Computing, 2017

On the Scalability of Data Reduction Techniques in Current and Upcoming HPC Systems from an Application Perspective.
Proceedings of the High Performance Computing, 2017

2016
In situ, steerable, hardware-independent and data-structure agnostic visualization with ISAAC.
Supercomput. Front. Innov., 2016

HASEonGPU - An adaptive, load-balanced MPI/GPU-code for calculating the amplified spontaneous emission in high power laser media.
Comput. Phys. Commun., 2016

Performance-Portable Many-Core Plasma Simulations: Porting PIConGPU to OpenPower and Beyond.
Proceedings of the High Performance Computing, 2016

Alpaka - An Abstraction Library for Parallel Kernel Acceleration.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

2013
Radiative signatures of the relativistic Kelvin-Helmholtz instability.
Proceedings of the International Conference for High Performance Computing, 2013

2012
Phase-Based Profiling in GPGPU Kernels.
Proceedings of the 41st International Conference on Parallel Processing Workshops, 2012

2006
A Robust SNMP Based Infrastructure for Intrusion Detection and Response in Tactical MANETs.
Proceedings of the Detection of Intrusions and Malware & Vulnerability Assessment, 2006

2005
Meta IDS Environments: An Event Message Anomaly Detection Approach.
Proceedings of the 3rd IEEE International Workshop on Information Assurance (IWIA 2005), 2005

2004
Komponenten für kooperative Intrusion-Detection in dynamischen Koalitionsumgebungen.
Proceedings of the Detection of Intrusions and Malware & Vulnerability Assessment, 2004


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