JordiBolibar
Postdoc researcher at IGE - Université Grenoble Alpes. Glaciers, climate and scientific machine learning
IGE - Université Grenoble AlpesGrenoble (France)
Pinned Repositories
ALPGM
ALpine Parameterized Glacier Model (ALPGM v1.2). Open-source regional glacier evolution model based on deep learning and parametrizations.
cryosphere-links
This is a link list with awesome data, models, and tools around the cryosphere.
Glaciers-to-J2K
Allows J2K to read glacier evolution simulations from any glacier model. Dynamic glacier evolution for the J2K hydrological model
J2K-glacier
J2K hydrological model (Krause et al., 2001) augmented with dynamic glacier evolution based on the ALpine Parameterized Glacier Model (ALPGM; Bolibar, 2020)
ODINN.jl
Global glacier model using Universal Differential Equations for climate-glacier interactions
Project_MB_Regression
Tutorial to learn how to train different machine learning methods to model glacier mass balance.
Huginn.jl
Fast and flexible glacier ice flow models
MassBalanceMachine
Global machine learning glacier mass balance model, capable of assimilating all sources of glaciological and remote sensing data
Muninn.jl
Scientific machine learning glacier mass balance models
ODINN.jl
Global glacier model using Universal Differential Equations for climate-glacier interactions
JordiBolibar's Repositories
JordiBolibar/ALPGM
ALpine Parameterized Glacier Model (ALPGM v1.2). Open-source regional glacier evolution model based on deep learning and parametrizations.
JordiBolibar/Glaciers-to-J2K
Allows J2K to read glacier evolution simulations from any glacier model. Dynamic glacier evolution for the J2K hydrological model
JordiBolibar/cryosphere-links
This is a link list with awesome data, models, and tools around the cryosphere.
JordiBolibar/ODINN.jl
Global glacier model using Universal Differential Equations for climate-glacier interactions
JordiBolibar/J2K-glacier
J2K hydrological model (Krause et al., 2001) augmented with dynamic glacier evolution based on the ALpine Parameterized Glacier Model (ALPGM; Bolibar, 2020)
JordiBolibar/Project_MB_Regression
Tutorial to learn how to train different machine learning methods to model glacier mass balance.
JordiBolibar/SphereUDE.jl
A Julia package for regression in the sphere based on Universal Differential Equations
JordiBolibar/AIR-suitability-index
Quantifying winter water storage potential of glacial-fed catchments using artificial ice reservoirs (aka icestupas) of
JordiBolibar/ALPGM_data
Datasets (shapefiles and raster files) used in ALPGM
JordiBolibar/alpine-climate
Past and future climate analysis in the French Alps using SAFRAN (Durand et al., 2009) and ADAMONT (Verfaillie et al., 2018)
JordiBolibar/DiffEqDocs.jl
Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem
JordiBolibar/DiffEqFlux.jl
Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
JordiBolibar/DiffEqOperators.jl
Linear operators for discretizations of differential equations and scientific machine learning (SciML)
JordiBolibar/DiffEqSensitivity-Review
A Review of Sensitivity Methods for Differential Equations
JordiBolibar/Huginn.jl
Glacier ice flow universal differential equations models
JordiBolibar/JordiBolibar
Personal repository
JordiBolibar/MassBalanceMachine
Global machine learning glacier mass balance modelling, capable of assimilating all sources of glaciological and remote sensing data
JordiBolibar/MC-Toolkit
Materials for MC-Toolkit meetings at IGE
JordiBolibar/Muninn.jl
Machine learning glacier mass balance models for ODINN.jl
JordiBolibar/Optimization.jl
Local, global, and beyond optimization for scientific machine learning (SciML)
JordiBolibar/PhD_manuscript
JordiBolibar/Sleipnir.jl
Base structures for ODINN.jl
JordiBolibar/surface_classification
Unsupervised surface classification on ICESat-2's ATL03
JordiBolibar/timeseries-2-kml
Converts an array with time series to KML polygons, in order to produce animations using shapefiles.
JordiBolibar/UDESphere
Fitting Paths in the Sphere using UDEs
JordiBolibar/Zygote.jl
Intimate Affection Auditor