Projects in Awesome Lists by simonpf
A curated list of projects in awesome lists by simonpf .
https://github.com/simonpf/inverse_theory_exercise_b
The second exercise set for the PhD course in inverse theory given at the Department of Earth, Space and Environment at Chalmers University of Technology. Unfortunately math markup doesn't work on github, so please refer to document doc/exercise_b.pdf for details.
Last synced: 26 May 2026
https://github.com/simonpf/qprof
Precipitation retrievals using quantile regression neural networks.
Last synced: 11 Mar 2026
https://github.com/simonpf/predictive_uncertainty
A validation study for the application of quantile regression neural networks to Bayesian remote sensing retrievals
bayesian quantile-regression remote-sensing uncertainty-neural-networks
Last synced: 22 May 2026
https://github.com/simonpf/typhon_examples
A collection of jupyter notebooks containing examples of how to use typhon and ARTS.
Last synced: 22 May 2026
https://github.com/simonpf/prithvi_precip
Precipitation forecasting using the Prithvi-WxC foundation model
Last synced: 28 May 2026
https://github.com/simonpf/netcdfhpp
Header-only object-oriented NetCDF4 interface.
Last synced: 22 May 2026
https://github.com/simonpf/mwsim
Framework for simulating passive microwave observation from high-resolution climate model data.
Last synced: 26 May 2026
https://github.com/simonpf/at652
Lectures on machine learning for remote sensing given as part of AT652 at Colorado State University
Last synced: 28 May 2026