viola1593 / glacier_pinnLinks
Repository containing the code and results of experiments to estimate glacier ice thickness with a PINN.
☆15Updated 11 months ago
Alternatives and similar repositories for glacier_pinn
Users that are interested in glacier_pinn are comparing it to the libraries listed below
Sorting:
- Looking at melt lakes on Amery Ice Shelf from space.☆13Updated 4 years ago
- Python package to interpolate nonstationary geospatial fields from observation data using local Gaussian process models☆12Updated last month
- my slides, notes, and codes on numerical glacier and ice sheet modeling, for the International Summer School in Glaciology, McCarthy, AK☆19Updated 6 months ago
- Paleo-Climate Precipitation Reconstruction using Bayesian Machine Learning☆17Updated 4 years ago
- Collection of Python functions and classes for analyzing spatial datasets and time series☆23Updated 10 months ago
- Equilibration of glaciers under different climate states (GlacierMIP3 - Equi)☆20Updated 5 months ago
- l3py is a free Open Source software package for computing mass anomalies from time variable gravity field solutions.☆10Updated 3 years ago
- Recovering Gravity from Satellite Altimetry Data using Deep Learning Network☆12Updated 2 years ago
- GROWTH-23: an integrated code for inversion of complete Bouguer gravity anomaly or temporal gravity changes☆11Updated 2 years ago
- Here we use airborne gravity data from Antarctica's Ross Ice Shelf region to perform a gravity inverison to model the sub ice shelf bathy…☆17Updated last month
- Python-based Geodetic Network Strain software☆12Updated 6 years ago
- Gravity field analysis tools for earth system studies.☆11Updated last year
- Planetary crustal and mantle properties, and lithospheric displacements, stress and strain, calculations in spherical harmonics.☆14Updated last year
- An open-source, parallel C++ code for constrained 3D inversion magnetic data in spherical coordinates.☆12Updated 3 years ago
- Tools for Estimating Grounding Zone Locations with data from NASA Polar Altimetry Missions☆12Updated last month
- Kori-ULB ice flow model☆14Updated last month
- Ice sheet and glacier boundaries and basins☆16Updated 2 months ago
- Opensource python package for computing glacial isostatic adjustment☆17Updated last year
- ☆12Updated 4 years ago
- Practical lesson on non-linear gravity inversion for the relief of a sedimentary basin☆12Updated 3 years ago
- Ocean bathymetry predication by Deep Learning☆24Updated last year
- A general PINN framework for solving ice sheet modeling☆29Updated last week
- Bayesian Ice Thickness Estimation model☆17Updated 4 years ago
- ☆10Updated 5 years ago
- ☆22Updated 4 years ago
- Crafting beautiful maps with PyGMT at EGU22☆40Updated 4 months ago
- Python tools for working with time-variable gravity fields☆42Updated 3 weeks ago
- 3D geometric gravity inversions☆22Updated last week
- Notebook tutorials for the Open Global Glacier Model (OGGM)☆19Updated 5 months ago
- Global machine learning glacier mass balance model, capable of assimilating all sources of glaciological and remote sensing data☆36Updated last week