Skip to content
View duncanwp's full-sized avatar

Highlights

  • Pro

Organizations

@cedadev @cistools @pangeo-data

Block or report duncanwp

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Showing results

This repo contains material for the paper "FaIRGP: A Bayesian Energy Balance Model for Surface Temperatures Emulation"

Jupyter Notebook 5 2 Updated Oct 6, 2024

Jupyter notebooks used on Cal-Adapt: Analytics Engine Jupyter HUB.

Jupyter Notebook 8 3 Updated Dec 13, 2024

Read CloudSat HDF files into xarray datasets

Python 1 Updated Nov 27, 2024

Hybrid ML + physics model of the Earth's atmosphere

Python 720 84 Updated Dec 18, 2024

Research Software for Neural Weather Prediction for Limited Area Modeling

Python 126 50 Updated Dec 6, 2024

A single column model of atmospheric boundary layer turbulence and clouds

Python 12 11 Updated Feb 27, 2020
Python 6 Updated Sep 8, 2023
Jupyter Notebook 232 17 Updated Dec 17, 2024

A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery (EMNLP'24)

507 28 Updated Dec 12, 2024

Re-implementation of GP-GOMEA that attempts to be simpler to understand and use than the original.

C++ 11 1 Updated May 8, 2024

Community Emissions Data System (CEDS)

R 98 34 Updated Dec 17, 2024

Xarray Tutorials

Jupyter Notebook 181 109 Updated Dec 2, 2024

Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.

Python 210 49 Updated Dec 6, 2024

Examples of CMIP6 cloud data analysis with Pangeo

Jupyter Notebook 22 10 Updated May 22, 2024
Jupyter Notebook 3 Updated Dec 8, 2022

PyAOS community website.

Jupyter Notebook 22 5 Updated Sep 11, 2024

Geolocation utilities for xarray

Python 101 8 Updated Dec 10, 2024

DARPA AIE (AI-Assisted Climate Tipping Point): AIBEDO (A hybrid AI framework to capture the effects of cloud properties on global circulation and regional climate patterns)

Python 18 4 Updated Feb 4, 2024

Extreme weather detection and characterization

HTML 93 33 Updated Dec 18, 2024

Course repository for "Machine Learning for Earth and Environmental Sciences" (UNIL, FGSE, Fall 2022)

Jupyter Notebook 13 36 Updated Oct 9, 2024

Cartographic rendering and mesh analytics powered by PyVista

Python 167 27 Updated Dec 18, 2024

Intake catalogue for EUREC4A field campaign datasets

Python 17 18 Updated May 1, 2024

Code for: "Emulating Aerosol Optics with Randomly Generated Neural Networks." by Geiss, A., Ma, P-L, Singh, B., and Hardin, J. C., (2022)

Fortran 4 2 Updated Feb 20, 2023

Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations

Jupyter Notebook 567 75 Updated Nov 9, 2024

A High-Performance Data Science Toolkit for the Earth Sciences

Jupyter Notebook 67 5 Updated Jun 8, 2024

Variable Inspector extension for Jupyterlab

TypeScript 1,121 97 Updated Dec 16, 2024

Lightweight, useful implementation of conformal prediction on real data.

Jupyter Notebook 804 89 Updated Mar 24, 2024

This repository contains implementations and illustrative code to accompany DeepMind publications

Jupyter Notebook 13,343 2,615 Updated Nov 18, 2024
Next
Showing results