Matthias K. Gobbert

Orcid: 0000-0003-1745-2292

Affiliations:
  • University of Maryland, Baltimore, MD, USA


According to our database1, Matthias K. Gobbert authored at least 28 papers between 1998 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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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

Benchmarking Parallel K-Means Cloud Type Clustering from Satellite Data.
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

Throughput studies on an InfiniBand interconnect via all-to-all communications.
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

Preparing Graduate Students for Interdisciplinary Careers.
Comput. Sci. Eng., 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
A Discontinuous Finite Element Method for Solving a Multiwell Problem.
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


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