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Hello, I'm Facundo (Facu) Sapienza πŸ‘‹!

I am a PhD candidate in the Department of Statistics at the University of California Berkeley working under the supervision of Fernando PΓ©rez and Jonathan Taylor. Previourly finished my Bsc/Msc (Licenciatura) in Physics and Mathematics in the University of Buenos AiresπŸ‡¦πŸ‡·.

  • πŸ”­ I’m currently working on:
    • 🧊 ODINN.jl: Global glacier model using Universal Differential Equations for climate-glacier interactions. Integrating the Julia differential programming tools with the Open Global Glacier Model (OGGM) in Python.
    • 🌎 PolarWandering: Statistical modelling of Paleomagnetic data.
  • 🌱 I’m currently learning about sensitivity methods for differential equations. Interested in participating? Check out our review paper and contribute to it!
  • πŸ‘¨β€πŸ« I am interested in teaching machine learning for geophysisc and good practices fordeveloping open, reproducible and collaborative scientific software.
  • πŸ‘― I’m looking to collaborate with people interested in the intersection between machine learning, geophysics and scientific computing.
  • πŸ“« How to reach me: feel free to send me an email to fsapienza@berkeley@edu.
  • πŸ˜„ Pronouns: He/Him

Facundo Sapienza's Projects

blog icon blog

Blog sources: kept mostl as IPython notebooks that can be immediately converted to blogger posts.

dotfiles icon dotfiles

Reproducible configuration file management. See .README.md file (note the leading dot) for details!

fermat-distance icon fermat-distance

We propose a density-based estimator for weighted geodesic distances suitable for data lying on a manifold of lower dimension than ambient space and sampled from a possibly nonuniform distribution

general icon general

The official registry of general Julia packages

huginn.jl icon huginn.jl

Glacier ice flow universal differential equations models

icepyx icon icepyx

Python tools for obtaining and working with ICESat-2 data

odinn.jl icon odinn.jl

Global glacier model using Universal Differential Equations for climate-glacier interactions

optimaladj icon optimaladj

This package implements the algorithms introduced in Smucler, Sapienza, and Rotnitzky (2020) to compute optimal adjustment sets in causal graphical models.

pepy icon pepy

A data-driven framework for paleomagnetic Euler pole analysis

pmagpy icon pmagpy

Python-based tools for paleomagnetic research

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