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University of Illinois Urbana-Chamapaign
- Champaign-Urbana area, IL
- publish.illinois.edu/swnesbitt
- https://orcid.org/0000-0003-0348-0452
- in/steve-nesbitt-b8a06a54
Highlights
- Pro
Stars
ORBIT-2: Scaling Exascale Vision Transformer for Weather and Climate Downscaling
Demonstration of visualization weather radar data in its native gate/polygon structure
This is the repository for the paper "EnScale: Temporally-consistent multivariate generative downscaling via proper scoring rules" by M. Schillinger, M. Samarin, X. Shen, R. Knutti, N. Meinshausen.
A deep learning framework for forecasting Atlantic hurricane trajectory and intensity.
Official Code for DiffMorpher: Unleashing the Capability of Diffusion Models for Image Morphing (CVPR 2024)
A conda-smithy repository for lagranto.
Data Pipelines for Downscaled Climate Datasets
Scattering calculations and geometry information for various aggregation experiments.
Free Weather Forecast API for non-commercial use
📡 implementation of multi object tracking algorithms including PMBM (Poisson Multi Bernoulli Mixture filter) in Python 🐍
Jupyter Notebook-based labs for undergraduate synoptic meteorology courses.
An open-source python software for standardized processing, sharing, and analysis of disdrometer data
Python code for T-matrix scattering calculations
Python Polarimetric Radar Beam Blockage Calculation (PyBlock)
iOS Project to display animated map tiles within MapKit
Scripts to process data from raw Mrr to netcdf
Code associated with the paper "The World as a Graph: Improving El Niño Forecasting with Graph Neural Networks".
Python library for building Pangeo Forge recipes.
Fast convective parameters for numpy, dask, and xarray