Pinned Repositories
alisonpeard
alisonpeard.github.io
Chimeras
COGS108_Repo
geospatial_utils
Helpful functions for dealing with xarray and geopandas.
hazGAN
Extreme value theory and GANs to generate compound coastal hazards (wind speed + sea level pressure) from ERA5 reanalysis data over the Bay of Bengal.
Networks
Special Topic
numerical-wave-models
Developing Python implementation of simplified nearshore spectral wave models.
phytoplankton_dynamics
Exploration of 1D phytoplankton dynamics in a 1D column of freshwater. AM4090 Applied Mathematics project University College Cork 2020.
Population-Growth
alisonpeard's Repositories
alisonpeard/Chimeras
alisonpeard/Networks
Special Topic
alisonpeard/Population-Growth
alisonpeard/alisonpeard
alisonpeard/alisonpeard.github.io
alisonpeard/COGS108_Repo
alisonpeard/correlation-analysis
alisonpeard/fishetho_networks
Code for the DeMoS Institute Carefish/Catch project.
alisonpeard/geospatial_utils
Helpful functions for dealing with xarray and geopandas.
alisonpeard/hazGAN
Extreme value theory and GANs to generate compound coastal hazards (wind speed + sea level pressure) from ERA5 reanalysis data over the Bay of Bengal.
alisonpeard/hybridmodels
(In progress) scraping remote sensing data from Google Earth Engine and various sources, processing into 32x32 tiles for training a spatiotemporal random forest flood prediction model. Also beta code for CNNs using Tensorflow.
alisonpeard/numerical-wave-models
Developing Python implementation of simplified nearshore spectral wave models.
alisonpeard/phytoplankton_dynamics
Exploration of 1D phytoplankton dynamics in a 1D column of freshwater. AM4090 Applied Mathematics project University College Cork 2020.
alisonpeard/hazGAN-old
Extreme value theory and GANs to generate compound coastal hazards (wind, precipitation, and significant wave height) over the Bay of Bengal.
alisonpeard/Lectures-Sp19
Slides and Notebooks used in Lecture for Sp19 COGS108
alisonpeard/MIT-linear-pdes
18.303 - Linear PDEs course
alisonpeard/neuraloperators
Learning in infinite dimension with neural operators.
alisonpeard/RTide
A Python implementation of the tidal ML Response Framework developed in: https://www.researchsquare.com/article/rs-3289185/v1. Python package is currently under development and will be released in late 2024. Applying scientific machine learning to improve the spatiotemporal prediction of tides and tidal currents.
alisonpeard/spatial-clustering
Python packages for spatially-corrected clustering on networks. Dissertation for Scientific Computing Special Topic Trinity 2021, MSc Mathematical Modelling and Scientific Computing, University of Oxford.
alisonpeard/spatial-louvain
Part of Python for Scientific Computing Special Topic Trinity 2021, MSc Mathematical Modelling and Scientific Computing, University of Oxford. Experimental modification of Thomas Aynaud's package python-louvain to include spatial effects.
alisonpeard/spatial-net
alisonpeard/spatial-nets
alisonpeard/Tutorials
Tutorial notebooks for hands-on data science, following along with the course topics.
alisonpeard/urbanflood
(In progress) urban flood mapping from Sentinel-2 data project.