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Name: nicolò pollini

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nicolò pollini's Projects

cfd

Basic Computational Fluid Dynamics (CFD) schemes implemented in FORTRAN using Finite-Volume and Finite-Difference Methods. Sample simulations and figures are provided.

cfd-simple

Computational Fluid Dynamics (CFD) Finite Volume Code for 2D square geometry, arbitrary boundary conditions, and laminar flow. (BiCGSTAB Solver)

cfd_from_scratch

2D incompressible Navier Stokes solver written in Python for a lid-driven cavity

cfd_julia

This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.

cfdpython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

deep_neural_network

Example of the universal approximation theory of DNN

gcmma-mma-julia

Julia code for the Method of Moving Asymptotes

gcmma-mma-python

Python code of the Method of Moving Asymptotes

geneticsharp

GeneticSharp is a fast, extensible, multi-platform and multithreading C# Genetic Algorithm library that simplifies the development of applications using Genetic Algorithms (GAs).

hams

An open-source computer program for the analysis of wave diffraction and radiation of three-dimensional floating or submerged structures

harmonic-oscillator-pinn

Code accompanying my blog post: So, what is a physics-informed neural network?

iea37-wflo-casestudies

Two case studies designed to study variability in optimization approach and wake models for wind farm layout optimization. In accordance with IEA Task 37.

lindampopt

Gradient-based optimization of added fluid viscous dampers for the seismic retrofitting of a 2D shear frame with two degrees of freedom

machine-learning-and-simulation

All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)

mdo_book_resources

Supplementary resources for the textbook Engineering Design Optimization by Joaquim R. R. A. Martins and Andrew Ning

sand_opt_fvds

Size and placement of fluid viscous dampers with a simultaneous analysis and design (SAND) optimization approach

sand_opt_nonlinfvds

Size and placement of linear and nonlinear fluid viscous dampers with a simultaneous analysis and design (SAND) optimization approach

scimlbook

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

smbo_teachingtool

A modular code for teaching Surrogate Modeling-Based Optimization

tensorflow_demo

Tensorflow Demo for my TF in 5 Min Video on Youtube

topflow

MATLAB code for density-based topology optimisation of Navier-Stokes fluid flow.

topopt-mgcg-matlab

MATLAB codes for efficient 3-D topology optimization, using multigrid CG, approximate sensitivity analysis, recycling precoditioners

topopt-stress-inexact-sensitivities

This matlab code accompanies the paper "Efficient stress-constrained topology optimization using inexact design sensitivities", published in IJNME, 2021

topopt_in_petsc

Topology optimization for linear elastic minimum compliance with volume constraints on cartesian grids in 3D using PETSc.

topopt_in_petsc_transient

Topology optimization for time dependent linear elastic problems on cartesian grids in 3D using PETSc.

topopt_in_petsc_wrapped_in_python

Topology optimization using PETSc: a Python wrapper and extended functionality

topopt_jl

2-D topology optimization with Julia

topopt_wind_farm

Topology optimization of wind farm layouts

ucfd

CFD course that I teach in the Chemical Engineering Department at the University of Utah - CHEN6355.

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