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Hi there, I'm Dario šŸ‘‹

Iā€™m a Ph.D. student at the International School for Advanced Studies and the University of Amsterdam, supervised by Prof. Gianluigi Rozza and Prof. Max Welling on Uncertainty Quantification for Neural PDE Solvers

  • šŸ”­ Iā€™m doing research

    • Deep Generative Models for complex system simulations
    • Uncertainty Quantification in Neural Operators
    • Physics Informed Neural Networks

  • šŸŒ± Iā€™m currently interested in

    • Causal Inference and Applications to Simulations
    • Generative Models for Physical Applications

Dario Coscia's Projects

ai-diversity icon ai-diversity

This repository contains data and images used for a preliminary study on the artistic potential of AI.

autoencoder-on-mnist-in-pytorch icon autoencoder-on-mnist-in-pytorch

The Autoencoder contains an encoder and decoder where encoder stores the images input in a compressed form and decoder retrieves back the Images.

bispy icon bispy

BisPy - A bisimulation library for Python.

bm25 icon bm25

IR ranking system based on Okapi BM25 and blind feedback

convolution icon convolution

Assignement 02 for the HPC course @ University of Trieste, DSSC master degree

covid-19 icon covid-19

COVID-19 Italia - Monitoraggio situazione

dealii icon dealii

The development repository for the deal.II finite element library.

deepxde icon deepxde

A library for scientific machine learning and physics-informed learning

dirichlet-processes icon dirichlet-processes

Dirichlet processes mixture for clustering. Simple application in Python of the stick-breaking method for clustering text data

fno icon fno

Learning in infinite dimension with neural operators.

garom icon garom

GAROM-Generative Adversarial Reduce Order Modelling

highorderodesolvers icon highorderodesolvers

This is a repository for the course on "High order accurate time integration methods"

latent-semantic-indexing icon latent-semantic-indexing

A small project analysing different embedding methodology to perform latent semantic indexing in a information retrieval system.

netflix-viz icon netflix-viz

Descriptive analytics via data visualisation of Netflix contents

parallelconv icon parallelconv

A parallel implementation of 2D convolution for image blurring based on MPI, openMP and hybrid approaches.

pbc-minimum-image icon pbc-minimum-image

A simple Python and Fortran90 program to perform Minimum Image distance calculation in hexagonal lattices

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