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Name: nicolò pollini
Type: User
Company: Technion
Blog: mdo.net.technion.ac.il
Name: nicolò pollini
Type: User
Company: Technion
Blog: mdo.net.technion.ac.il
Basic Computational Fluid Dynamics (CFD) schemes implemented in FORTRAN using Finite-Volume and Finite-Difference Methods. Sample simulations and figures are provided.
Computational Fluid Dynamics (CFD) Finite Volume Code for 2D square geometry, arbitrary boundary conditions, and laminar flow. (BiCGSTAB Solver)
2D incompressible Navier Stokes solver written in Python for a lid-driven cavity
This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
Example of the universal approximation theory of DNN
Julia code for the Method of Moving Asymptotes
Python code of the Method of Moving Asymptotes
GeneticSharp is a fast, extensible, multi-platform and multithreading C# Genetic Algorithm library that simplifies the development of applications using Genetic Algorithms (GAs).
An open-source computer program for the analysis of wave diffraction and radiation of three-dimensional floating or submerged structures
Code accompanying my blog post: So, what is a physics-informed neural network?
Two case studies designed to study variability in optimization approach and wake models for wind farm layout optimization. In accordance with IEA Task 37.
Gradient-based optimization of added fluid viscous dampers for the seismic retrofitting of a 2D shear frame with two degrees of freedom
All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
Supplementary resources for the textbook Engineering Design Optimization by Joaquim R. R. A. Martins and Andrew Ning
Neural network for function approximation in Julia with Flux.jl
Neural network in pyTorch.
Size and placement of fluid viscous dampers with a simultaneous analysis and design (SAND) optimization approach
Size and placement of linear and nonlinear fluid viscous dampers with a simultaneous analysis and design (SAND) optimization approach
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
A modular code for teaching Surrogate Modeling-Based Optimization
Tensorflow Demo for my TF in 5 Min Video on Youtube
MATLAB code for density-based topology optimisation of Navier-Stokes fluid flow.
MATLAB codes for efficient 3-D topology optimization, using multigrid CG, approximate sensitivity analysis, recycling precoditioners
This matlab code accompanies the paper "Efficient stress-constrained topology optimization using inexact design sensitivities", published in IJNME, 2021
Topology optimization for linear elastic minimum compliance with volume constraints on cartesian grids in 3D using PETSc.
Topology optimization for time dependent linear elastic problems on cartesian grids in 3D using PETSc.
Topology optimization using PETSc: a Python wrapper and extended functionality
2-D topology optimization with Julia
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.