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Hello!

I am Bernat Font (he/his), Assistant Professor in Data-Informed Computational Fluid Dynamics (CFD) at TU Delft 🌀

My research is focused in the exploitation of data to improve current CFD methodologies. Briefly:

  • Acceleration of scale-resolving simulations using generative methods
  • Data-driven wall models for equilibrium and non-equilibrium boundary layers
  • Active flow control using reinforcement learning

Some addition info about me:

  • 🎓 My PhD involved the development of a dimensionality-reduction method aided by machine learning which allows to obtain 3-D spatially-averaged flow in a 2-D simulation
  • 🌱 Mainly developing in Julia, Python, and Fortran!
  • 💬 Contact me for collaborations, help, suggestions

Bernat Font's Projects

1d_dft_convolution icon 1d_dft_convolution

Convolution between an arbitrary 1D function and a Gaussian kernel using the convolution theorem via DFTs

energy_spectra icon energy_spectra

Compute the energy spectra from a velocity vector field of a uniform computational domain using Python

f2py-sockets icon f2py-sockets

Example on how to use sockets to transfer data from Fortran to Python and viceversa

flower1d.jl icon flower1d.jl

Flux reconstruction fluid flow solver for 1D PDEs written in Julia. Linear advection, Burgers, viscous Burgers, and Euler equations.

jekyll-text-theme icon jekyll-text-theme

💎 🐳 A super customizable Jekyll theme for personal site, team site, blog, project, documentation, etc.

lapack_helper icon lapack_helper

Fortran module containing LAPACK subroutines to perform matrix operations

lily-pad icon lily-pad

Real-time two-dimensional fluid dynamics simulations in Processing. Initiated by Dr G D Weymouth:

mlj.jl icon mlj.jl

A Julia machine learning framework

nuatsbot icon nuatsbot

Technical Analysis Crypto Bot that sends buy/sell signals on your Telegram and Discord channels

outmacro.jl icon outmacro.jl

Pretty print for a variable(s) using `display`-like output and a `@show`-like header.

postproc icon postproc

Post-processing package for CFD simulations I run for my PhD

pppl_2021 icon pppl_2021

Slides for the seminar at the PPPL Computer Science Department, 1st September 2021

sanspy icon sanspy

Spanwise-averaged Navier–Stokes modelling through convolutional neural network

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