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Steriva/README.md

Hello there, I'm Stefano Riva 👋

I'm currently a Research Scientist at Autodesk Research in London under the supervision of Dr. Nathan Kutz.

I hold a PhD from Politecnico di Milano (ERMETE-Lab), where I focused on bridging the gap between Nuclear Engineering and Scientific Machine Learning under the supervision of Prof. Antonio Cammi.

Link to PhD Thesis

🔬 Research Interests

  • 📉 Reduced Order Modelling and Data Assimilation
  • 🌟 Scientific Machine Learning for Multi-Physics simulation (e.g., Nuclear Reactors)
  • 🔬 Nuclear Reactor Modelling
  • 🌊 Computational Fluid Dynamics
  • 🔢 Numerical Methods for Nuclear Engineering

📦 Code Packages

If you're interested, check out these routines and packages:

Name Description
XLB 💧 Accelerated Lattice Boltzmann for Physics-based ML
pyforce 🚀 Python framework for data-driven model order reduction of multiphysics problems
NuSHRED ⚡ Shallow Recurrent Decoder for Nuclear Reactor applications
pyISFenix 🔬 Python framework for the Incompressible Schrödinger Flow using FENICSx
OFELIA ⚛️ OpenMC-FEniCSx-based multiphysics tutorial
ROM4FOAM ⚙️ Reduced Order Modelling techniques for OpenFOAM-v6

📬 Contact

Pinned Loading

  1. XLB XLB Public

    Forked from Autodesk/XLB

    XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML

    Python

  2. ERMETE-Lab/NuSHRED ERMETE-Lab/NuSHRED Public

    Shallow Recurrent Decoder for Nuclear Reactors applications

    Jupyter Notebook 10 2

  3. ERMETE-Lab/ROSE-pyforce ERMETE-Lab/ROSE-pyforce Public

    Python Framework for data-driven model Order Reduction of multi-physiCs problEms

    Jupyter Notebook 19 8

  4. CTF-for-Science/ctf4science CTF-for-Science/ctf4science Public

    Welcome to the CTF for Science Framework, a modular and extensible platform designed for benchmarking modeling methods on dynamic systems. This framework supports the evaluation and comparison of m…

    Jupyter Notebook 47 3

  5. PyVista4OpenFOAM PyVista4OpenFOAM Public

    Tutorial repository on how to use PyVista to plot/manipulate OpenFOAM results

    Jupyter Notebook 2

  6. phd-thesis phd-thesis Public

    Stefano Riva PhD Thesis

    TeX 1