high performance computing on graphics processing units: hgpu.org

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Molecular dynamics simulation of the supercooled Al melt on GPUs

Roman Bystryi, Andrey Kazennov, Igor Morozov, Vasily Pisarev, Vladimir Stegailov

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Tags: Molecular dynamics, nVidia, nVidia GeForce GTX 260, Physics

January 25, 2011 by hgpu

Simulation of stochastic processes using graphics hardware

Alison Barros, Euler Garcia, Rafael Morgado Silva

Tags: Langevin dynamics, nVidia, Physics, Stochastic simulation

January 25, 2011 by hgpu

Molecular dynamics simulations of the relaxation processes in the condensed matter on GPUs

I. V. Morozov, A. M. Kazennov, R. G. Bystryi, G. E. Norman, V. V. Pisarev, V. V. Stegailov

Tags: Molecular dynamics, nVidia, nVidia GeForce GTX 260, Physics

January 25, 2011 by hgpu

Efficient Parallel Implementation of Molecular Dynamics with Embedded Atom Method on Multi-core Platforms

Changjun Hu, Yali Liu, Jianjiang Li

Tags: Chemistry, Molecular dynamics, Molecular simulation, OpenMP

January 25, 2011 by hgpu

A Graphics Processing Unit Implementation of Coulomb Interaction in Molecular Dynamics

Prateek K. Jha, Rastko Sknepnek, Guillermo I. Guerrero-Garcia, Monica Olvera de la Cruz

Tags: Chemistry, Molecular dynamics

January 25, 2011 by hgpu

Multi-Level Ewald: A Hybrid Multigrid/Fast Fourier Transform Approach to the Electrostatic Particle-Mesh Problem

David S. Cerutti, David A. Case

Tags: Chemistry, Molecular dynamics, Molecular simulation

January 25, 2011 by hgpu

Parallel multiclass classification using SVMs on GPUs

Sergio H. Lopez, John R. Williams, Abel Sanchez

Tags: Computer science, Programming techniques

January 25, 2011 by hgpu

Fast Calculation of Electrostatic Potentials on the GPU or the ASIC MD-GRAPE-3

Tetsu Narumi, Kenji Yasuoka, Makoto Taiji, Francesco Zerbetto, Siegfried Hofinger

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Tags: Biomolecules, Biophysics, Chemistry, Molecular simulation, nVidia, nVidia GeForce GTX 280, Poisson Boltzmann

January 25, 2011 by hgpu

A New Era in Scientific Computing: Domain Decomposition Methods in Hybrid CPU-GPU Architectures

M. Papadrakakis, G. Stavroulakis, A. Karatarakis

Tags: Computational Engineering, Computer science, Finite difference, Finite element method

January 25, 2011 by hgpu

On the Visualization of Social and other Scale-Free Networks

Yuntao Jia, Jared Hoberock, Michael Garland, John C. Hart

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Tags: Algorithms, Computer science, Visualization

January 24, 2011 by hgpu

MLS-based scalar fields over triangle meshes and their application in mesh processing

Jingyi Jin, Michael Garland, Edgar A. Ramos

Tags: 3D Graphics and Realism, Algorithms, Computer science, Triangular meshes

January 24, 2011 by hgpu

CUDASA: Compute Unified Device and Systems Architecture

M. Strengert, C. Muller, C. Dachsbacher, and T. Ertl

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Tags: Computer science, CUDA, GPU cluster, High-level Languages, nVidia, nVidia GeForce 8800 GT, nVidia GeForce 8800 GTX, nVidia Quadro FX 5600

January 24, 2011 by hgpu

Agentic Code Optimization via Compiler-LLM Cooperation

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Device Virtual Machine (DVM)

DVM: Real-Time Kernel Generation for Dynamic AI Models

AutoKernel: Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels

AutoKernel: Autonomous GPU Kernel Optimization via Iterative Agent-Driven Search

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context

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high performance computing on graphics processing units: hgpu.org

Applications

Molecular dynamics simulation of the supercooled Al melt on GPUs

Simulation of stochastic processes using graphics hardware

Molecular dynamics simulations of the relaxation processes in the condensed matter on GPUs

Efficient Parallel Implementation of Molecular Dynamics with Embedded Atom Method on Multi-core Platforms

A Graphics Processing Unit Implementation of Coulomb Interaction in Molecular Dynamics

Multi-Level Ewald: A Hybrid Multigrid/Fast Fourier Transform Approach to the Electrostatic Particle-Mesh Problem

Parallel multiclass classification using SVMs on GPUs

Fast Calculation of Electrostatic Potentials on the GPU or the ASIC MD-GRAPE-3

A New Era in Scientific Computing: Domain Decomposition Methods in Hybrid CPU-GPU Architectures

On the Visualization of Social and other Scale-Free Networks

MLS-based scalar fields over triangle meshes and their application in mesh processing

CUDASA: Compute Unified Device and Systems Architecture

Recent source codes

Agentic Code Optimization via Compiler-LLM Cooperation

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Device Virtual Machine (DVM)

AutoKernel: Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context

LLM.Q: Quantized LLM training in pure CUDA/C++

True 4-Bit Quantized CNN Training on CPU

cuFuzz: A GPU-oriented coverage-guided fuzzer for userland CUDA application

KernelSkill: A Multi-Agent Framework for GPU Kernel Optimization

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