Highlights
- Pro
-
mariajmolina.github.io Public
UMD group website (Assistant Professor Maria Molina)
-
climatico Public
Repository for project using signal processing to explore changes to global SSTs and ENSO.
-
WCRP-universe Public
Forked from WCRP-CMIP/WCRP-universeTESTING ONLY: Auxillary data and global definitions to be used across miltiple Model Intercomparison Projects.
-
-
UMDAOSC650 Public
University of Maryland's AOSC 650 course: Neural Networks for the Physical Sciences
-
minisom Public
Forked from JustGlowing/minisomđź”´ MiniSom is a minimalistic implementation of the Self Organizing Maps
Python MIT License UpdatedApr 7, 2025 -
hyperdm Public
Forked from matthewachan/hyperdmOfficial repository for "Estimating Epistemic and Aleatoric Uncertainty with a Single Model"
Python GNU General Public License v3.0 UpdatedNov 7, 2024 -
ML-extremes-mcs Public
Repository for machine learning and MCS detection project.
-
lightning-nox Public
Repository for NASA lightning-nox ML parameterization project.
-
causality_code Public
Forked from heatherfettke/causality_codeThis is the code for my senior project
-
s2sml Public
Software associated with the NCAR Accelerated Scientific Discovery (Derecho) project tackling subseasonal bias correction of global predictions.
-
sharpness Public
Forked from clessig/sharpnessProject to improve forecast sharpness using ML methods
Jupyter Notebook Creative Commons Zero v1.0 Universal UpdatedJan 15, 2024 -
TC_Genesis_Index Public
Forked from a98alvin/TC_Genesis_IndexRepository for TC Genesis Research
Jupyter Notebook MIT License UpdatedNov 8, 2023 -
WR_Predictability Public
With this repository, the predictability of Weather Regimes is assessed by including different variables from ERA5 and SODA, and creating different CNN models.
-
urbanheatmap Public
Prototype development by the urban HEAT map team during the Convergence Research (CORE) Institute, funded by the NSF Convergence Accelerator.
MIT License UpdatedJul 12, 2023 -
echo-opt Public
Forked from NCAR/echo-optEarth Computer Hyperparameter Optimization
Python MIT License UpdatedJul 9, 2023 -
ML-for-S2S Public
Repository for subseasonal-to-seasonal prediction and predictability projects using machine learning.
-
-
Fewshot-Deep-Conus Public
Recent few-shot learning methods adapted for atmospheric spatial data contained in the Deep Conus dataset
Jupyter Notebook UpdatedNov 28, 2022 -
Innovator_AI_Bias Public
Software associated with the NSF NCAR Early Career Faculty Innovator Program for "Pathways to Mitigating Bias for Environmental Justice in Black Communities"
-
state-of-latinx Public
Repository for study assessing the state of Hispanic/Latinx academics and researchers in atmospheric and related fields. Project is the result of collaboration within AMS CHALA.
Jupyter Notebook UpdatedNov 2, 2022 -
deep-conus Public
Repository containing scripts associated with the NCAR Advanced Study Program (ASP) deep learning project exploring robustness to future convection of North America.
-
videolatinx Public
Repository for project exploring effect of different video styles in geoscience communication.
Jupyter Notebook UpdatedAug 31, 2022 -
wrf-sst-sensitivity Public
Sensitivity analysis of tornadic thunderstorms conducted using WRF.
Jupyter Notebook UpdatedMar 23, 2022 -
GRL_enso_annualtor Public
Repository contains software for analysis of annual cycle of tornadoes and changes based on ENSO phases.
Python UpdatedMar 23, 2022 -
hysplit_applications Public
Applications of the NOAA hysplit model for climate science.
-
CESM_CASE_MANAGEMENT_TOOLS Public
Forked from CESM-Development/CESM_CASE_MANAGEMENT_TOOLSTools to manage cesm projects
UpdatedMay 28, 2021 -
Lightning-Severe-Weather Public
Forked from spaceml-org/Lightning-Severe-WeatherSevere weather prediction using GLM lightning data and machine learning.
Jupyter Notebook MIT License UpdatedJan 23, 2021 -
ML-extremes Public
Forked from katiedagon/ML-extremesRepository for project using machine learning (ML) for precipitation extremes.
Jupyter Notebook UpdatedOct 5, 2020 -