Computational Physics on Graphics Processing Units

Abstract

The use of graphics processing units for scientific computations is an emerging strategy that can significantly speed up various different algorithms. In this review, we discuss advances made in the field of computational physics, focusing on classical molecular dynamics, and on quantum simulations for electronic structure calculations using the density functional theory, wave function techniques, and quantum field theory.

Proceedings of the 11th International Conference, PARA 2012, Helsinki, Finland, June 10-13, 2012

References in corpus (31)

• Quantum ESPRESSO: a modular and open-source software project for quantum simulations of materials
• Simulating the joint evolution of quasars, galaxies and their large-scale distribution
• The QCD transition temperature: results with physical masses in the continuum limit
• Daubechies wavelets as a basis set for density functional pseudopotential calculations
• High Performance Direct Gravitational N-body Simulations on Graphics Processing Units -- II: An implementation in CUDA
• VASP on a GPU: application to exact-exchange calculations of the stability of elemental boron
• Light Hadron Masses from Lattice QCD
• Lattice QCD as a video game
• Scaling Lattice QCD beyond 100 GPUs
• High-Precision $f_{B_s}$ and HQET from Relativistic Lattice QCD
• Petascale turbulence simulation using a highly parallel fast multipole method on GPUs
• Introduction to Lattice QCD
• The phase diagram of quantum chromodynamics
• Lattice QCD based on OpenCL
• QCD simulations with staggered fermions on GPUs
• QCDOC: A 10-teraflops scale computer for lattice QCD
• Exact diagonalization of the Hubbard model on graphics processing units
• Generalized parton distributions and structure functions from full lattice QCD
• SU(2) Lattice Gauge Theory Simulations on Fermi GPUs
• Generating SU(Nc) pure gauge lattice QCD configurations on GPUs with CUDA
• Pseudoscalar Meson in Two Flavors QCD with the Optimal Domain-Wall Fermion
• Variational Monte Carlo for Interacting Electrons in Quantum Dots
• QCD-like technicolor on the lattice
• Progress in finite temperature lattice QCD
• Domain Decomposition method on GPU cluster
• Computation of electron quantum transport in graphene nanoribbons using GPU
• Nucleon form factors and moments of parton distributions in twisted mass lattice QCD
• Recent progress in lattice QCD at finite temperature
• Speeding up the HMC: QCD with Clover-Improved Wilson Fermions
• Introduction to Quantum Field Theory
• The type of the phase transition and coupling values in λϕ^4 model

Cited by in corpus (10)

• Quantifying the Carbon Emissions of Machine Learning
• Linear Scaling Quantum Transport Methodologies
• RUMD: A general purpose molecular dynamics package optimized to utilize GPU hardware down to a few thousand particles
• Real-space density functional theory on graphical processing units: computational approach and comparison to Gaussian basis set methods
• Anderson localization in two-dimensional graphene with short-range disorder: One-parameter scaling and finite-size effects
• Efficient linear-scaling quantum transport calculations on graphics processing units and applications on electron transport in graphene
• Kubo-Bastin approach for the spin Hall conductivity of decorated graphene
• Obtaining localization properties efficiently using the Kubo-Greenwood formalism
• Exact diagonalization of quantum lattice models on coprocessors
• CAIM: Cooperative Angle of Arrival Estimation using the Ising Method