Matthias K. Gobbert
Orcid: 0000-0003-1745-2292Affiliations:
- University of Maryland, Baltimore, MD, USA
According to our database1,
Matthias K. Gobbert
authored at least 28 papers
between 1998 and 2023.
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Bibliography
2023
Accelerating Real-Time Imaging for Radiotherapy: Leveraging Multi-GPU Training with PyTorch.
Proceedings of the International Conference on Machine Learning and Applications, 2023
2022
Multi-Layer Recurrent Neural Networks for the Classification of Compton Camera Based Imaging Data for Proton Beam Cancer Treatment.
Proceedings of the IEEE/ACM International Conference on Big Data Computing, 2022
2021
Performance Benchmarking of Parallel Hyperparameter Tuning for Deep Learning Based Tornado Predictions.
Big Data Res., 2021
Classification of Compton Camera Based Prompt Gamma Imaging for Proton Radiotherapy by Random Forests.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021
Promising Hyperparameter Configurations for Deep Fully Connected Neural Networks to Improve Image Reconstruction in Proton Radiotherapy.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
A dynamically load-balanced parallel <i>p</i>-adaptive implicit high-order flux reconstruction method for under-resolved turbulence simulation.
J. Comput. Phys., 2020
2019
Performance Benchmarking of Data Augmentation and Deep Learning for Tornado Prediction.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Long-time simulations with complex code using multiple nodes of Intel Xeon Phi Knights Landing.
J. Comput. Appl. Math., 2018
Hybrid MPI+OpenMP parallelization of image reconstruction in proton beam therapy on multi-core and many-core processors.
Proceedings of the High Performance Computing Symposium, 2018
Proceedings of the Benchmarking, Measuring, and Optimizing, 2018
2015
Insight into spontaneous recurrent calcium waves in a 3-D cardiac cell based on analysis of a 1-D deterministic model.
Int. J. Comput. Math., 2015
Calcium induced calcium release with stochastic uniform flux density in a heart cell.
Proceedings of the Conference on Summer Computer Simulation, 2015
Proceedings of the Symposium on High Performance Computing, 2015
Long-time simulation of calcium induced calcium release in a heart cell using the finite element method on a hybrid CPU/GPU node.
Proceedings of the Symposium on High Performance Computing, 2015
2012
Finite element approximation for time-dependent diffusion with measure-valued source.
Numerische Mathematik, 2012
2009
The optimal relaxation parameter for the SOR method applied to the Poisson equation in any space dimensions.
Appl. Math. Lett., 2009
2008
Long-Time Simulations on High Resolution Meshes to Model Calcium Waves in a Heart Cell.
SIAM J. Sci. Comput., 2008
2007
A Galerkin Method for the Simulation of the Transient 2-D/2-D and 3-D/3-D Linear Boltzmann Equation.
J. Sci. Comput., 2007
2006
A kinetic transport and reaction model and simulator for rarefied gas flow in the transition regime.
J. Comput. Phys., 2006
2005
Configuration and performance of a Beowulf cluster for large-scale scientific simulations.
Comput. Sci. Eng., 2005
Cluster Computing for Transient Simulations of the Linear Boltzmann Equation on Irregular Three-Dimensional Domains.
Proceedings of the Computational Science, 2005
2003
A Homogenization Technique for the Boltzmann Equation for Low Pressure Chemical Vapor Deposition.
SIAM J. Appl. Math., 2003
Coarse-Grained Parallel Matrix-Free Solution of a Three-Dimensional Elliptic Prototype Problem.
Proceedings of the Computational Science and Its Applications, 2003
2002
Parallel Numerical Solution of the Boltzmann Equation for Atomic Layer Deposition (Research Note).
Proceedings of the Euro-Par 2002, 2002
1999
SIAM J. Numer. Anal., 1999
1998
The Combination of Equipment Scale and Feature Scale Models for Chemical Vapor Deposition Via a Homogenization Technique.
VLSI Design, 1998
An Asymptotic Analysis for a Model of Chemical Vapor Deposition on a Microstructured Surface.
SIAM J. Appl. Math., 1998