https://github.com/tum-pbs/pbdl-book

Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition

artificial-intelligence bayesian-inference deep-learning fluids machine-learning numerical-simulations pde-solvers probabilistic-models spatio-temporal-prediction

Last synced: 14 May 2025

https://github.com/gagolews/deepr

Deep R Programming (Open-Access Textbook)

cran data-frame data-science evaluation functional-programming graphics matrix-calculations numerical-methods numerical-simulations r scientific-computing scientific-visualization statistics statistics-for-data-science statistics-for-engineering tensor vector vectorization

Last synced: 06 Apr 2025

https://github.com/adda-team/adda

ADDA - light scattering simulator based on the discrete dipole approximation

adda c99 dda discrete-dipole-approximation light-scattering mpi numerical-simulations opencl optics

Last synced: 04 Apr 2025

https://github.com/albertocuadra/rans_turbulent_channel_flow

RANS simulation of a turbulent channel flow

fluid-simulation k-epsilon matlab mixing-layer numerical-simulations rans tke turbulence

Last synced: 15 Feb 2025

https://github.com/janosh/numeric-simulations

Exercise solutions for Prof. Springel's lecture "Fundamentals of Simulation Methods" (fall 2015, Heidelberg University)

heidelberg-university lecture numerical-simulations simulation-methods

Last synced: 13 Feb 2025

https://github.com/nicholasjng/ode-explorer

A small Python library for fast ODE prototyping and visualization.

hamiltonian-systems mathematics numerical-analysis numerical-methods numerical-simulations ode-explorer odes ordinary-differential-equations scientific-computing

Last synced: 15 May 2025

https://github.com/camierjs/nabla

The ∇ numerical-analysis DSL improves productivity and enables new algorithmic developments for the construction of hierarchical HPC scientific applications.

computational-science domain-specific-language high-performance-computing numerical-simulations

Last synced: 12 Apr 2025

https://github.com/mrtkp9993/numerical-methods-in-fortran

[WIP] Numerical methods implemented in Fortran.

algorithm applied-mathematics fortran mathematical-modelling monte-carlo numerical-algorithms numerical-analysis numerical-computation numerical-differentiation numerical-integration numerical-methods numerical-optimization numerical-simulation numerical-simulations optimization scientific-computing simulation statistics

Last synced: 12 Mar 2025

https://github.com/carstenbauer/montecarloobservable.jl

Observable for Markov chain Monte Carlo simulations

monte-carlo-simulation numerical-simulations physics-simulation quantum-monte-carlo

Last synced: 15 Mar 2025

https://github.com/polossk/peridynamics-example-using-hmsolver

Private usage for backup. The HMSolve is a private repo.

numerical-simulations peridynamics pyhton3

Last synced: 05 Mar 2025

https://github.com/gher-uliege/liege-colloquium-on-ocean-dynamics

Python tools and latex files for the Colloquium

data-analysis data-assimilation numerical-simulations ocean-modelling oceanography remote-sensing submesoscale turbulence

Last synced: 30 Mar 2025

https://github.com/ismet55555/pdw-asym-2link

Clear and easy way of simulating a passive dynamic walker (PDW) model derived and exectured using MATLAB.

data dynamics inverted-pendulum matlab numerical-simulations passive-dynamic-walker passive-dynamics ramp research robotics simulation slope walking-simulator

Last synced: 08 Apr 2025

https://github.com/pyros-cyber/lsn

This repository contains the exercises for the Numeric Simulation Lab A.A. 2020/21.

cpp11 machine-learning numerical-simulations python3 statistical-mechanics

Last synced: 19 Feb 2025

https://github.com/volpatto/quick-ipython-notebooks

Repo of some personal notes about things I face myself on the way out of my Scientific and Python journeys

computational-fluid-dynamics computational-science numerical-integration numerical-methods numerical-simulations scientific scientific-computations scientific-computing

Last synced: 25 Mar 2025

https://github.com/ramadani/intergalactic

Intergalactic numerals conversion

golang-cli golang-tools numerical-calculations numerical-simulations roman-numerals

Last synced: 31 Mar 2025

https://github.com/osolmaz/lyza

Prototype for a finite elements library in Python

computational-mechanics finite-elements numerical-simulations

Last synced: 19 Feb 2025

https://github.com/akafael/kdv

Numerical Simulation for Dispersive Waves using Korteweg-de Vries equation.

korteweg-de-vries numerical-simulations

Last synced: 23 Mar 2025

https://github.com/dusanstevic/ntp

Monte Carlo simulation

computational-finance golang integration monte-carlo-simulation numerical-algorithms numerical-methods numerical-simulations parallel-programming pharo-smalltalk python3 roassal statistics time-series-analysis

Last synced: 05 Apr 2025

https://github.com/hdescobarh/simulaciones-ecologia

Simulaciones numéricas en Ecología de poblaciones

ecology espanol jupyter-notebook numerical-simulations python spanish

Last synced: 06 Mar 2025

https://github.com/krvajal/solids_dft

fortran numerical-codes numerical-simulations physics

Last synced: 28 Mar 2025

https://github.com/mahdi-jamil/numerical-simulation-algorithms

This repository contains Java implementations of various numerical methods and integration techniques. These tools are essential for solving differential equations, performing numerical integration, and finding roots of functions.

java numerical-simulations

Last synced: 18 Feb 2025

https://github.com/caeassistant-group/abaqus-hashin-progressive-damage-for-3d-continuum-composites-vumat-subroutine-

Hashin criteria predict failure modes in composites based on stresses in fiber and matrix. While effective, implementing them in numerical simulations poses challenges. Abaqus addresses this but is limited to 2D plane stress. A VUMAT subroutine extends Abaqus to simulate 3D damage progression using the energy method for static and dynamic problems.

abaqus cae damage failure failure-analysis failure-detection finite-element-analysis fortran hashin numerical-analysis numerical-simulations simulation

Last synced: 09 Apr 2025

https://github.com/david-palma/python-for-engineers

A curated collection of exercises that focus on applying Python programming to solve real-world engineering problems.

control-systems data-analysis data-science data-visualisation education engineering hands-on jupyter-notebook learning-by-doing mathematical-modelling numerical-simulations practice programming python signal-processing

Last synced: 17 Mar 2025

https://github.com/palikar/flow_predict

An ongoing research project of mines.

computer-vision machine-learning numerical-simulations python torch torchvision

Last synced: 21 Feb 2025

https://github.com/mariarodr1136/numdynamics

NumDynamics is an advanced random number generation system that combines C's performance with Python's analytical power. It generates, analyzes, and visualizes random numbers across various statistical distributions, offering a precise and efficient toolkit for random number analysis. 📊

algorithm-design c-programming data-science data-visualization histograms numerical-computing numerical-simulations probability-distributions python-scripts random-number-generator statistical-modeling statistics

Last synced: 18 Mar 2025

https://github.com/termoshtt/ising

Ising model

ising-model numerical-simulations rust

Last synced: 25 Feb 2025