atmospheric-modelling atmospheric-physics cuda gpu gpu-computing monte-carlo-simulation numba nvrtc particle-system physics-simulation pint pypi-package python research simulation thrust

Mathematics Chemistry

4d diffraction forbes-polynomial gpu-computing modeling mtf mtf-mapper optics phase-retrieval phasecam propagation psf python q-polynomial raytracing trioptics wavefront wavefront-sensing zernike zygo

Earth and Environmental Sciences (40%)

computational-fluid-dynamics gpu-computing immersed-boundary-method nvidia-amgx petsc

cuda diffusion-mri gpu-computing monte-carlo-simulation

Mathematics

gpu-computing heterogeneous-parallel-programming julia julia-package julialang

auto-tuning autotuning c cplusplus cuda cuda-kernels gpu gpu-computing kernel-tuner machine-learning opencl opencl-kernels optimization python software-development testing

array cuda gpu gpu-computing multidimensional-arrays pycuda python scientific-computing

benchmark cfd computational-fluid-dynamics fluid-dynamics fluid-simulation fluid-solver gpgpu gpu gpu-computing high-performance-computing hpc interactive-visualization lattice-boltzmann lbm opencl physics raytracing scientific-computing scientific-visualization simulation

differential-equations gpu-computing lecture-notes neural-networks neural-ode neural-sde numerical-methods parallelism performance-engineering scientific-machine-learning scientific-simulators sciml stiff-equations

amd-gpu cholesky-decomposition distributed-linear-algebra dla-future eigensolver eigensolvers eigenvalueproblems fortran gpu-computing linear-algebra nvidia-gpu p2300 pika scalapack stdexec task-based-parallelism

accelerated-computing cpp cpp-programming cuda cuda-cpp cuda-kernels cuda-library cuda-programming gpu gpu-acceleration gpu-computing gpu-programming hpc modern-cpp nvidia nvidia-gpu parallel-algorithm parallel-computing parallel-programming

admm gpu-computing julia

error-analysis error-propagation gpu-acceleration gpu-computing monte-carlo monte-carlo-sampling monte-carlo-simulation numeric-types particle-filter physical-quantities probability-distributions robust-optimization uncertainties uncertainty-propagation uncertainty-sampling

cfd computational-fluid-dynamics fluid-dynamics fluid-simulation fortran gpu gpu-computing high-performance-computing turbulence

brian genn genn-simulator gpu-computing python simulation spiking-neural-networks

bioinformatics boundary-element-method cuda electrostatics gpu-computing julia proteins

api clojure clojure-library cuda gpgpu gpu gpu-computing high-performance-computing java matrix matrix-calculations matrix-factorization matrix-functions matrix-multiplication opencl vectorization

cuda gpgpu gpu gpu-computing hpc

bandwidth benchmark benchmarking flops gpgpu gpu gpu-computing high-performance-computing hpc opencl tool tools

accelerator computational-physics computational-science cuda differential-equation-solvers distributed-computing gpu-computing high-performance-computing julialang ode ordinary-differential-equations parallel-computing parallel-in-time-integration parareal partial-differential-equation pde simulation

finance gpu gpu-computing high-performance high-performance-computing numerical-integration numerical-methods numerical-optimization python quantitative-finance quantlib tensorflow

armadillo c-plus-plus clblas cublas cuda cuda-kernels cusolver gpu gpu-accelerated-library gpu-acceleration gpu-computing linear-algebra linear-algebra-library machine-learning matrix-functions matrix-library opencl opencl-kernels scientific-computing

accelerator amd cpp cuda driver-api gpu gpu-computing hip library nvidia rocm

data-analytics gpu-computing machine-learning

dataflow-programming gpu-acceleration gpu-computing high-performance-computing linear-algebra-library

docker gpu gpu-computing graalvm hardware-acceleration intel-gpu java nvidia opencl tornado-gpu tornadovm

ai cfd computational-fluid-dynamics direct-numerical-simulation fluid-dynamics fortran gpu-computing high-performance-computing large-eddy-simulation machine-learning reinforcement-learning turbulence

bitwise-operators cuda explainable-artificial-intelligence gpu-computing pattern-recognition tsetlin-machine

cpp14 eigen3 gpu-computing matrix-multiplication

docker environment gpu-computing jupyter open-science pytorch reproducible-research tensorflow

cuda dpcpp gpu-computing hip hpc krylov-methods linear-algebra oneapi openmp preconditioning sparse-linear-systems spmv

alternating-direction-method-of-multipliers destriping filters gpu-computing microscopy visual-signal-to-noise-ratio

dataflow-programming gpu-acceleration gpu-computing high-performance-computing runtime-system

ai cuda gpu-acceleration gpu-computing gpus graalvm java levelzero multi-core opencl parallel-computing parallel-programming spirv

gpu-computing latent-variables metal

cpp cuda finite-difference-time-domain gpu-computing micromagnetics python scientific-computing

cuda gpu gpu-computing metal opencl viscoelastic

benchmarking case-studies data-science gpu-computing high-performance-data-analytics memory-management parallel-processing python-comparison r