high performance computing on graphics processing units: hgpu.org

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Four-dimensional Cone Beam CT Reconstruction and Enhancement using a Temporal Non-Local Means Method

Xun Jia, Zhen Tian, Yifei Lou, Jan-Jakob Sonke, Steve B. Jiang

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Tags: Algorithms, Computed tomography, CT, CUDA, Medical Physics, Medicine, nVidia, Physics, Tesla C1060, Tomography

January 17, 2012 by hgpu

A GPU implementation of EGSnrc’s Monte Carlo photon transport for imaging applications

Jonas Lippuner, Idris A Elbakri

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Tags: CUDA, Medical Physics, Monte Carlo simulation, nVidia, nVidia GeForce GTX 470, Physics, Pseudo-random number generators

December 27, 2011 by hgpu

Fast Monte Carlo Simulation for Patient-specific CT/CBCT Imaging Dose Calculation

Xun Jia, Hao Yan, Xuejun Gu, Steve B. Jiang

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Tags: Computed tomography, CT, CUDA, Heterogeneous systems, Medical Physics, Medicine, Monte Carlo simulation, nVidia, Physics, Tesla C2050, Tomography

September 16, 2011 by hgpu

GPU-based fast Monte Carlo simulation for radiotherapy dose calculation

Xun Jia, Xuejun Gu, Yan Jiang Graves, Michael Folkerts, Steve B. Jiang

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Tags: CUDA, Medical Physics, Monte Carlo simulation, nVidia, Physics, Radiotherapy, Tesla C2050

July 19, 2011 by hgpu

GPU-accelerated 3D Bayesian image reconstruction from Compton scattered data

Van-Giang Nguyen, Soo-Jin Lee, Mi N. Lee

Tags: Image processing, Image reconstruction, Medical Physics

April 15, 2011 by hgpu

A GPU-based finite-size pencil beam algorithm with 3D-density correction for radiotherapy dose calculation

Xuejun Gu, Urszula Jelen, Jinsheng Li, Xun Jia, Steve B. Jiang

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Tags: CUDA, Medical Physics, Medicine, nVidia, Radiotherapy, Tesla C1060

March 8, 2011 by hgpu

GPU-based fast pencil beam algorithm for proton therapy

Rintaro Fujimoto, Tsuneya Kurihara, Yoshihiko Nagamine

Tags: Medical Physics, Medicine, nVidia, nVidia GeForce GTX 480, Proton radiotherapy

February 11, 2011 by hgpu

3D tumor localization through real-time volumetric x-ray imaging for lung cancer radiotherapy

Ruijiang Li, John H. Lewis, Xun Jia, Xuejun Gu, Michael Folkerts, Chunhua Men, William Y. Song, Steve B. Jiang

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Tags: CUDA, Image reconstruction, Medical Physics, Medicine, nVidia, Physics, Radiotherapy, Tesla C1060

February 9, 2011 by hgpu

GPUMCD: a new GPU-oriented Monte Carlo dose calculation platform

Sami Hissoiny, Hugo Bouchard, Benoit Ozell, Philippe Despres

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Tags: CUDA, Medical Physics, Medicine, Monte Carlo simulation, nVidia, nVidia GeForce GTX 480, Radiotherapy

January 8, 2011 by hgpu

GPU-based fast gamma index calcuation

Xuejun Gu, Xun Jia, Steve B. Jiang

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Tags: CUDA, Medical Physics, Medicine, nVidia, Radiotherapy, Tesla C1060

December 10, 2010 by hgpu

GPU-based ultra fast dose calculation using a finite pencil beam model

Xuejun Gu, Dongju Choi, Chunhua Men, Hubert Pan, Amitava Majumdar, Steve B. Jiang

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Tags: CUDA, Medical Physics, Medicine, nVidia, nVidia GeForce 9500 GT, nVidia GeForce GTX 285, Physics, Radiotherapy, Tesla C1060, Tesla S1070

November 13, 2010 by hgpu

Implementation and evaluation of various demons deformable image registration algorithms on GPU

Xuejun Gu, Hubert Pan, Yun Liang, Richard Castillo, Deshan Yang, Dongju Choi, Edward Castillo, Amitava Majumdar, Thomas Guerrero, Steve B. Jiang

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Tags: CUDA, Image registration, Medical Physics, Medicine, nVidia, nVidia GeForce GTX 285, Physics, Radiotherapy

November 13, 2010 by hgpu

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

SimSYCL: A SYCL Implementation Targeting Development, Debugging, Simulation and Conformance

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

gpu_tracker: Python package for tracking and profiling GPU utilization in both desktop and high-performance computing environments

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

94% on CIFAR-10 in 3.29 Seconds on a Single GPU

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

OpenMC Monte Carlo Code

Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs

Polygeist: C/C++ frontend for MLIR

Retargeting and Respecializing GPU Workloads for Performance Portability

Parallel Gaussian process with kernel approximation in CUDA

See all packages

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high performance computing on graphics processing units: hgpu.org

Four-dimensional Cone Beam CT Reconstruction and Enhancement using a Temporal Non-Local Means Method

A GPU implementation of EGSnrc’s Monte Carlo photon transport for imaging applications

Fast Monte Carlo Simulation for Patient-specific CT/CBCT Imaging Dose Calculation

GPU-based fast Monte Carlo simulation for radiotherapy dose calculation

GPU-accelerated 3D Bayesian image reconstruction from Compton scattered data

A GPU-based finite-size pencil beam algorithm with 3D-density correction for radiotherapy dose calculation

GPU-based fast pencil beam algorithm for proton therapy

3D tumor localization through real-time volumetric x-ray imaging for lung cancer radiotherapy

GPUMCD: a new GPU-oriented Monte Carlo dose calculation platform

GPU-based fast gamma index calcuation

GPU-based ultra fast dose calculation using a finite pencil beam model

Implementation and evaluation of various demons deformable image registration algorithms on GPU

Recent source codes

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

GPU plugin for PySCF

QArray

Celerity: High-level C++ for Accelerator Clusters

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMC Monte Carlo Code

Polygeist: C/C++ frontend for MLIR

Parallel Gaussian process with kernel approximation in CUDA

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