Numerické metody
- MetaCentrum (Czech HPC clusters) Chimera (Faculty HPC cluster) Computer Architectures
- OpenMP (Shared-memory parallelization) MPI (Distributed-memory parallelization) CUDA (GPU parallelization)
- Monte Carlo (Stochastic) Molecular Dynamics (Deterministic)
- Minimization [jn] Minimization [ig]
- Non-linear equations (Bisection, Fixed-Point Iteration, Newton-Raphson, Secant) Non-linear equations
- Sets of algebraic equations (Direct and Iterative methods) Matrix Algebra
- Partial differential equations (Elliptic Parabolic Hyperbolic Multigrid FEM Maxwell Navier-Stokes Schrodinger)
- Least Squares (Linear, Weighted, Non-linear) Least Squares Weighted Non-linear
- Bayesian Statistics Bayesian Statistics Gaussian Process Regression Gaussian Process Regression
- Singular Value Decomposition (SVD) Principal Component Analysis (PCA) Factor Analysis (FA) PCA SVD FA
- Random Numbers (True-Random vs. Pseudo-Random Number Generators) Random Numbers
- Errors (Truncation, Rounding, Cancellation) Errors
- Bootstrapping Bootstrapping
- Statistical Distributions Statistical Distributions
- Machine and Deep Learning
- Statistical Physics Thermodynamics
- Quantum Mechanics Quantum Tunneling Double Slit Bohmian Dynamics Quantum Hydrodynamics
- Percolation Scale-free Networks Mandelbrot set
Galerie
