Matthias K. Gobbert

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 10

Top Topics

Recurrent Neural Networks

Image Reconstruction

Emission Computed Tomography

Top Venues

SpringSim (HPS)

J. Comput. Phys.

Publications

Ruth Obe, Brandt Kaufmann, Kaelen Baird, Sam Kadel, Yasmin Soltani, Mostafa Cham, Matthias K. Gobbert, Carlos A. Barajas, Zhuoran Jiang, Vijay R. Sharma, Lei Ren, Stephen W. Peterson, Jerimy C. Polf
Accelerating Real-Time Imaging for Radiotherapy: Leveraging Multi-GPU Training with PyTorch. ICMLA (2023)
Joseph Clark, Anaise Gaillard, Justin Koe, Nithya Navarathna, Daniel J. Kelly, Matthias K. Gobbert, Carlos A. Barajas, Jerimy C. Polf
Multi-Layer Recurrent Neural Networks for the Classification of Compton Camera Based Imaging Data for Proton Beam Cancer Treatment. BDCAT (2022)
Sokhna A. York, Alina M. Ali, David C. Lashbrooke, Rodrigo Yepez-Lopez, Carlos A. Barajas, Matthias K. Gobbert, Jerimy C. Polf
Promising Hyperparameter Configurations for Deep Fully Connected Neural Networks to Improve Image Reconstruction in Proton Radiotherapy. IEEE BigData (2021)
Jonathan N. Basalyga, Carlos A. Barajas, Matthias K. Gobbert, Jianwu Wang
Performance Benchmarking of Parallel Hyperparameter Tuning for Deep Learning Based Tornado Predictions. Big Data Res. 25 (2021)
Carlos A. Barajas, Gerson C. Kroiz, Matthias K. Gobbert, Jerimy C. Polf
Classification of Compton Camera Based Prompt Gamma Imaging for Proton Radiotherapy by Random Forests. CSCI (2021)
Lai Wang, Matthias K. Gobbert, Meilin Yu
-adaptive implicit high-order flux reconstruction method for under-resolved turbulence simulation. J. Comput. Phys. 417 (2020)
Carlos A. Barajas, Matthias K. Gobbert, Jianwu Wang
Performance Benchmarking of Data Augmentation and Deep Learning for Tornado Prediction. IEEE BigData (2019)
James Della-Giustina, Carlos Barajas, Matthias K. Gobbert, Dennis S. Mackin, Jerimy Polf
Hybrid MPI+OpenMP parallelization of image reconstruction in proton beam therapy on multi-core and many-core processors. SpringSim (HPC) (2018)
Carlos Barajas, Pei Guo, Lipi Mukherjee, Susan Hoban, Jianwu Wang, Daeho Jin, Aryya Gangopadhyay, Matthias K. Gobbert
Benchmarking Parallel K-Means Cloud Type Clustering from Satellite Data. Bench (2018)
Jonathan S. Graf, Matthias K. Gobbert, Samuel Khuvis
Long-time simulations with complex code using multiple nodes of Intel Xeon Phi Knights Landing. J. Comput. Appl. Math. 337 (2018)
Nil Mistry, Jordan Ramsey, Benjamin Wiley, Jackie Yanchuck, Xuan Huang, Matthias K. Gobbert
Throughput studies on an InfiniBand interconnect via all-to-all communications. SpringSim (HPS) (2015)
Xuan Huang, Matthias K. Gobbert
Long-time simulation of calcium induced calcium release in a heart cell using the finite element method on a hybrid CPU/GPU node. SpringSim (HPS) (2015)
Matthew W. Brewster, Jonathan S. Graf, Xuan Huang, Zana Coulibaly, Matthias K. Gobbert, Bradford E. Peercy
Calcium induced calcium release with stochastic uniform flux density in a heart cell. SummerSim (2015)
Zana Coulibaly, Matthias K. Gobbert, Bradford E. Peercy
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. 92 (3) (2015)
Thomas I. Seidman, Matthias K. Gobbert, David W. Trott, Martin Kruzík
Finite element approximation for time-dependent diffusion with measure-valued source. Numerische Mathematik 122 (4) (2012)
Shiming Yang, Matthias K. Gobbert
The optimal relaxation parameter for the SOR method applied to the Poisson equation in any space dimensions. Appl. Math. Lett. 22 (3) (2009)
Matthias K. Gobbert, Nagaraj K. Neerchal
Preparing Graduate Students for Interdisciplinary Careers. Comput. Sci. Eng. 10 (1) (2008)
Matthias K. Gobbert
Long-Time Simulations on High Resolution Meshes to Model Calcium Waves in a Heart Cell. SIAM J. Sci. Comput. 30 (6) (2008)
Matthias K. Gobbert, Samuel G. Webster, Timothy S. Cale
A Galerkin Method for the Simulation of the Transient 2-D/2-D and 3-D/3-D Linear Boltzmann Equation. J. Sci. Comput. 30 (2) (2007)
Matthias K. Gobbert, Timothy S. Cale
A kinetic transport and reaction model and simulator for rarefied gas flow in the transition regime. J. Comput. Phys. 213 (2) (2006)
Matthias K. Gobbert, Mark L. Breitenbach, Timothy S. Cale
Cluster Computing for Transient Simulations of the Linear Boltzmann Equation on Irregular Three-Dimensional Domains. International Conference on Computational Science (3) (2005)
Matthias K. Gobbert
Configuration and performance of a Beowulf cluster for large-scale scientific simulations. Comput. Sci. Eng. 7 (2) (2005)
Kevin P. Allen, Matthias K. Gobbert
Coarse-Grained Parallel Matrix-Free Solution of a Three-Dimensional Elliptic Prototype Problem. ICCSA (2) (2003)
Christian A. Ringhofer, Matthias K. Gobbert
A Homogenization Technique for the Boltzmann Equation for Low Pressure Chemical Vapor Deposition. SIAM J. Appl. Math. 64 (1) (2003)
Samuel G. Webster, Matthias K. Gobbert, Jean-François Remacle, Timothy S. Cale
Parallel Numerical Solution of the Boltzmann Equation for Atomic Layer Deposition (Research Note). Euro-Par (2002)
Matthias K. Gobbert, Andreas Prohl
A Discontinuous Finite Element Method for Solving a Multiwell Problem. SIAM J. Numer. Anal. 37 (1) (1999)
Matthias K. Gobbert, Timothy S. Cale, Christian A. Ringhofer
The Combination of Equipment Scale and Feature Scale Models for Chemical Vapor Deposition Via a Homogenization Technique. VLSI Design 1998 (1) (1998)
Christian A. Ringhofer, Matthias K. Gobbert
An Asymptotic Analysis for a Model of Chemical Vapor Deposition on a Microstructured Surface. SIAM J. Appl. Math. 58 (3) (1998)