این کانال برای علاقمندان به High Performance Computing و محاسبات علمی ایجاد شده و محتوای آن شامل کتاب، دوره، نکات کدنویسی و منابع مفید در مورد مباحث زیر هست:
🔴 High Performance Computing
🔴 Parallel Programming
🔴 Distributed Programming
🔴 GPU Programming
🔴 Scientific Computing
🔴 Numerical Methods
🔴 Simulation
🟢 C/C++ Programming
🟢 Julia Programming


@hpcnerds

📙 Parallel and High Performance Computing
✏ Robert Robey & Yuliana Zamora

یکی از جامع ترین منابع برای یادگیری HPC مخصوص برنامه نویس های C++

🔴 Why parallel computing?
🔴 Planning for parallelization
🔴 Performance limits and profiling
🔴 Data design and performance models
🔴 Parallel algorithms and patterns
🔴 Vectorization: FLOPs for free
🔴 OpenMP that performs
🔴 MPI: The parallel backbone
🔴 GPU architectures and concepts
🔴 GPU programming model
🔴 Directive-based GPU programming
🔴 GPU languages: Getting down to basics
🔴 GPU profiling and tools
🔴 Affinity: Truce with the kernel
🔴 Batch schedulers: Bringing order to chaos
🔴 File operations for a parallel world
🔴 Tools and resources for better code

#book #cpp
@hpcnerds

📙 Numerical Methods for Scientific Computing
✏ Kyle Novak


🔴 Direct Methods for Linear Systems
🔴 Inconsistent Systems
🔴 Computing Eigenvalues
🔴 Iterative Methods for Linear Systems
🔴 The Fast Fourier Transform
🔴 Solutions to Nonlinear Equations
🔴 Interpolation
🔴 Approximating Functions
🔴 Differentiation and Integration
🔴 Ordinary Differential Equations
🔴 Parabolic Equations
🔴 Hyperbolic Equations
🔴 Elliptic Equations
🔴 Fourier Spectral Methods

نویسنده نسخه pdf این کتاب رو هم به صورت رایگان به اشتراک گذاشته:
https://www.equalsharepress.com


کتاب شامل پیاده سازی خیلی از روش ها در جولیا هم هست.

#book #julia #scientificcomputing
@hpcnerds