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Colorado State University
- Fort Collins, CO
- http:https://barnes.atmos.colostate.edu/
- https://orcid.org/0000-0003-4284-9320
- @atmosbarnes
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course_objective_analysis Public
material for ATS 655 - Objective Analysis
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course_ml_ats Public
machine learning for the atmospheric sciences - a CSU course
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tcane_fortran Public
Joint Hurricane Testbed (JHT) project using neural networks to predict a conditional distribution
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hurricane_uqcomparisons Public
comparing different uncertainty quantification methods for neural network hurricane predictions
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actm-sai-csu Public
AI to detect, attribute, and quantify solar radiation management (SRM) effects and risks under a range of geopolitical scenarios. Project funded by DARPA‐PA‐21‐04‐02.
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arise_perceived_failure Public
analysis code for paper on the potential for perceived failure under ARISE-SAI
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tlltt Public
This Looks Like That There: Interpretable neural networks for image tasks when location matters
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ml_tutorial_csu Public
material for the CSU-led machine learning tutorial for earth science research
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shash_tfp Public
SinhArcsinh in tensorflow-probability with additional custom functions
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Neural network loss functions for regression and classification tasks that can say "I don't know".
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HMSExplorer Public
Forked from stevenjoelbrey/HMSExplorerAn interactive way to look at HMS smoke plumes and EPA AQS data
R UpdatedNov 8, 2017