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miniufo
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Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)
Python toolkit for estimating directional wave spectra of ocean waves based on wavelet transform
An implementation of chunked, compressed, N-dimensional arrays for Python.
A library for scientific machine learning and physics-informed learning
Lightweight PINN & Operator PDE Solver for Research, Balancing Abstraction and Flexibility for Algorithm Innovation.
Synthetic examples and data codes that conduct Helmholtz decomposition in Lagrangian data allowing for anisotropy
Includes Python scripts I've written to perform various tasks related to my PhD education in synoptic meteorology.
Contour Tracking of circulation anomalies (atmospheric blocking, cyclones and anticyclones) in weather and climate data
A non-stationary tidal analysis toolbox S_TIDE
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
The Poisson equation is an integral part of many physical phenomena, yet its computation is often time-consuming. This module presents an efficient method using physics-informed neural networks (PI…
Hybrid ML + physics model of the Earth's atmosphere
A directory and analysis of the open source ecosystem in the areas of climate change, sustainable energy, biodiversity and natural resources. https://docs.getgrist.com/gSscJkc5Rb1R/OpenSustaintech
Jupyter notebooks for Dynamics and Control
A python package for estimating wavenumber spectral density, flux, and coherence of two-dimensional oceanic fields.
A computer algebra system written in pure Python
Nested bootstrap resampling of xarray objects
CloudDrift accelerates the use of Lagrangian data for atmospheric, oceanic, and climate sciences.
Codes for analyzing Lagrangian pair dispersion
Diffusion-based Spatial Filtering of Gridded Data