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Pan YANG's Projects

bect-abm icon bect-abm

An agent-based modeling tool supporting bioenergy and bio-product community communication regarding cellulosic bioeconomy development

dropoutuncertaintyexps icon dropoutuncertaintyexps

Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"

fbrk icon fbrk

This is the code to implement the FBRK method for the paper "Fast Bayesian Regression Kriging Method for Real-Time Merging of Radar, Rain Gauge, and Crowdsourced Rainfall Data"

pomegranate icon pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

ra-abm icon ra-abm

This is the code to implement the FBRK method for the paper "Reward-based Participant Management for Crowd-Sourcing Rainfall Monitoring: An Agent-Based Model Simulation"

rankhistogram icon rankhistogram

Python function that takes model data, obs data, and a boolean mask to generate a rank histogram

swmm5 icon swmm5

SWMM5 is public domain software by the EPA (www.epa.gov)

synthetic_rainfall_generation icon synthetic_rainfall_generation

Source codes for the synthetic rainfall generation methods used in the paper: Gauging through the Crowd: A Crowd-Sourcing Approach to Urban Rainfall Measurement and Stormwater Modeling Implications

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