To address some of the failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to the direction of travel of information in convection-diffusion equations, i.e., method of characteristic; The repository includes a pytorch implementation of PINN and proposed LPINN with periodic boundary cond…

This repository contains the MATLAB implementation of popular numerical methods in Computation Fluid dynamics. Starting from simple methods like Gauss Elimination, ADI method to advance methods like Rhie-chow interpolation, SIMPLE are implemented. This was done as a part of the CFD course offered at IIT Gandhinagar 2021.

Control finite volume element method - problem solving

Parallelization attempt to the “12 steps to Navier–Stokes” lessons using OpenMP/C

Air pollution forecasting with convection-diffusion model and LSTM

Various diffusion and convection-diffusion scalar transport problems are numerically solved using FVM.

Numerical Simulation of Convection-Diffusion Equation

Python code for 1D Steady State Convection Diffusion

Applying the finite-difference method to the Convection Diffusion equation in python3. Examples included: One dimensional Heat equation, Transport equation, Fokker-Plank equation and some two dimensional examples.

Modelling pattern formation by numerical integration of systems of coupled convection-diffusion differential equations.

Finite element method codes to solve 1D Convection-Diffusion equation

This codes develops a flow analyais using the convection-difussion theory. The code developed analaysi three differente main cases:

FINITE VOLUME METHOD for convection-diffusion equation

Se calcula varios LIS, soluciones de Campo de Fuerza, Convección-Difusión, semblanza entre la función de rendimiento atmosférico, manchas solares, campo magnético solar.

Spectral and Pseudo-Spectral Method for Convection Diffusion equations with Symmetric Boundary Conditions

Solving 2D convection diffusion equation using julia multiprocessing

TCPAT2 is a tool for analysing temporal concentration profiles, such as those used in river tracing.

Project dedicated to borehole modilisation and command using Julia

Numerical Modelling assignment on convection-diffusion equation.

Testing the implementation of numerical methods for solving the convection diffusion problem with variable coefficients and Neumann boundary conditions