Mitchell-D
Atmospheric Science Masters Student || UAH Alum (BS Math, Computer Science) || GRA NASA SPoRT
Huntsville, Alabama
Pinned Repositories
aes630ebm3
Collection of variations on the basic 3-layer Energy Based Model radiative transfer model from AES630 (physical climatology).
aes670hw2
aes690final
A deep learning approach to estimate CERES broadband flux with 1km MODIS pixels
aes770hw1
Cloud property retrieval for Satellite Remote Sensing II
aes770hw2
Aerosol optical depth retrievals using hyperspectral DESIS data
aes770hw3
Analysis of the radiative influence of aerosols and clouds using CERES-SSF data.
ezgoes
Straightforward script for searching for and downloading GOES data from the NOAA S3 bucket on AWS
krttdkit
Satellite meteorology tools
quickrad
Robust and multiprocessed script for generating many kinds of lookup tables with the SBDART radiative transfer model
tracktrain
Organized workflow for configuring, training, and evaluating models with TensorFlow
Mitchell-D's Repositories
Mitchell-D/aes770hw2
Aerosol optical depth retrievals using hyperspectral DESIS data
Mitchell-D/krttdkit
Satellite meteorology tools
Mitchell-D/aes670hw2
Mitchell-D/aes690final
A deep learning approach to estimate CERES broadband flux with 1km MODIS pixels
Mitchell-D/aes770hw1
Cloud property retrieval for Satellite Remote Sensing II
Mitchell-D/aes770hw3
Analysis of the radiative influence of aerosols and clouds using CERES-SSF data.
Mitchell-D/aes630ebm3
Collection of variations on the basic 3-layer Energy Based Model radiative transfer model from AES630 (physical climatology).
Mitchell-D/ezgoes
Straightforward script for searching for and downloading GOES data from the NOAA S3 bucket on AWS
Mitchell-D/quickrad
Robust and multiprocessed script for generating many kinds of lookup tables with the SBDART radiative transfer model
Mitchell-D/tracktrain
Organized workflow for configuring, training, and evaluating models with TensorFlow
Mitchell-D/aes630hw
Physical climatology homework problems, mostly from Dennis Hartmann's Global Physical Climatology.
Mitchell-D/aes670final
Mitchell-D/aes670midterm
Mitchell-D/aes690hw2
Data compression exercise
Mitchell-D/aes690hw3
Neural networks for predicting LCL height given basic meteorological forcings
Mitchell-D/aes770hw4
The final project must use satellite data and combination of radiative transfer/Machine learning models to address a earth-atmosphere problem.
Mitchell-D/Breaking2FA
CS 465 (Network Security) authentication projects
Mitchell-D/cs637final
hyperspectral image classification
Mitchell-D/cs637hw1
Custom backpropagation algorithm for a basic neural network
Mitchell-D/cs637hw3
MNIST and CIFAR-10 classification with a couple basic CNNs in Torch
Mitchell-D/DroneTelemetryTool
CS 499 (senior design) final project.
Mitchell-D/ProcessorSims
CS 495 projects -- multithreaded processor simulations in Java, C++, and C#
Mitchell-D/testbed
Data curation and model training pipeline for my thesis research
Mitchell-D/UndergradAssorted
Documents and projects from my undergrad years that weren't big enough to warrant a repo