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MatteoTomasetto/README.md

Hi there, I'm Matteo 😎

🎓 Bakground

  • Visiting researcher at AI institute in Dynamic Systems $~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~$ DynamicsAI
  • Scientific collaborator at MOX Laboratory $~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~$ MOX
  • PhD in Mechanical Engineering at Politecnico di Milano $~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~$ DMECC
  • Master of Science in Mathematical Engineering at Politecnico di Milano $~~~~~~~~~$ Polimi
  • Bachelor of Science in Mathematical Engineering at Politecnico di Milano $~~~~~~$ Polimi

📌 Main Projects

Project Description
SHRED-ROM Reduced order modeling with shallow recurrent decoder networks
OCP-DL-ROM Real-time optimal control of high-dimensional parametrized systems by DL-ROMs
ParameterCascading Modeling spatial anisotropy through physics-informed spatial regression and parameter cascading algorithm
CALI Heterogeneity assessment for chemotherapy-injured liver in patients with colorectal cancer

🛠️ Languages and Tools

C  C++  Matlab  R  Python  FEniCS  ParaView  Latex  Git  Linux 

📢 Contacts

[email protected]

LinkedInScholarResearchGate

Pinned Loading

  1. fdaPDE-ParameterCascading fdaPDE-ParameterCascading Public

    Forked from fdaPDE/fdaPDE

    Parameter Cascading algorithm implementation within the library fdaPDE to estimate the PDE parameters in the loss function regularization term for semiparametric regression model

    C++

  2. MOR-NN MOR-NN Public

    Model order reduction method based on artificial neural networks in the case of Heat Equation and 2D unsteady Navier-Stokes equations

    MATLAB 1

  3. CALI CALI Public

    Data analysis to assess the link between heterogeneity of Computerized Axial Tomography (CAT) of livers and the presence of Chemotherapy Associated Liver Injuries (CALI) in patients with colorectal…

    Jupyter Notebook

  4. BayesianChad BayesianChad Public

    Bayesian estimation of a spatial-lag autocorrelation model to predict the human conflicts in the Lake Chad basin

    Jupyter Notebook 2