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artificial-boundary-condition

AIBC - Artificial Intelligence Boundary Condition - An ideia/proposal to break/serialize flow simulation using boundary condition time-prediction

deepturbulence

Deep Learning of Turbulent Scalar Mixing

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

droplet-particle-collision

A series of droplet-particle impact simulation scenarios based on basilisk.fr CFD framework. It includes: 1. Three-phase flow modeling; 2. Evaporation case in the gavaises-2016b directory; 3. Design of Computer Experiment and Statistical Learning Methods Applied to model liquid film interfacial area, amirfazli-2017 case. https://rdcu.be/b4hIf.

droplet-particles-collision-neural-network-model

Droplet Collision against a Cluster of Particles - A proposal of modeling using neural networks the liquid and particles wet areas based on a large database of refined 2D simulations. A 2D to 3D correlation may be performed further to extend to tridimensional scenarios.

es-recruitment-test

gas-solid

gh-recruitment-test

image-classification-and-detection

lagrangian

Distributed processing, Lagrangian framework for physical and notional particle simulation on tree-based Eulerian framework.

liquid-film-shallow-water

Transport of liquid film on the wall driven by spray impingement based on shallow-water equation.

multigrid

Multigrid solver for Poisson equation.

pinns-tf2.0

TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).

predictive-maintenance

Predictive Maintenance Prediction

real-estate-market-value-prediction

tree

Adaptive, tree-based mesh, 3D framework for flow simulations.

turbulence-deep-learning

LEAIS - Large Eddy Artificial Intelligence Simulation. A proposal for directly modeling the filtered ui.uj term of the Navier-Stokes equation based on neural networks. Optionally the modeling of the decomposed tensor. A series of 2D prospection of the idea.

unstructured

Adaptive, unstructured mesh, 2D framework for thermal-fluid flow simulations.