Randy J. Chase's Projects
Helpful documents for using the OU HPC Facility
Project 1 for ATMS 597 SP 2020.
Lab to investigate non-spherical scattering of particles with T-matrix and DDA scattering databases
Airborne Weather Observations Toolkit - A python-based package
Code and data used to produce Chase et al. 2018 submitted to GRL March 2018. Accepted May 2018
Repository for the manuscript:
Repository for the manuscript: A Dual-Frequency Radar Retrieval of Snowfall Properties Using a Neural Network (Under Review August 2020)
Reconstruction of Cloud Vertical Structure with a Generative Adversarial Network
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
python package to open GPM-DPR files into xarray to leverage xarray perks
Code for working with the SEVIR weather dataset
End-to-end machine-learning library for predicting thunderstorm hazards.
The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.
A few random PAL colormaps for software like Radarscope and GRLevelX
The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)