Projects

Scientific Software

Updated 6 months ago

MITgcm.jl — Peer-reviewed • Rank 6.6 • Science 95%

MITgcm.jl: a Julia Interface to the MITgcm - Published in JOSS (2024)

adjoint adjoint-sensitivities biogeochemistry climate climate-model climate-science ecology model ocean ocean-modelling ocean-sciences particles seaice tracers transport

Engineering (40%)

Scientific Software · Peer-reviewed

Updated 6 months ago

SciMLSensitivity • Rank 16.8 • Science 54%

A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, adjoint methods, and more for ODEs, SDEs, DDEs, DAEs, etc.

adjoint backpropogation dae dde differential-equations differentialequations hacktoberfest neural-ode neural-sde ode scientific-machine-learning sciml sde sensitivity-analysis

Updated 5 months ago

https://github.com/brmather/conduction • Rank 6.3 • Science 10%

Python package for solving implicit heat conduction

adjoint diffusion-equation heat-transfer inversion python thermal-models

Updated 6 months ago

SciMLWorkshop • Science 26%

Workshop materials for training in scientific computing and scientific machine learning

adjoint adjoint-method adjoint-sensitivities differential-equations differential-equations-solvers inverse-problems ode ode-solver odeint odes scientific-computing scientific-machine-learning sciml sde workshop

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science

MITgcm.jl — Peer-reviewed • Rank 6.6 • Science 95%

SciMLSensitivity • Rank 16.8 • Science 54%

https://github.com/brmather/conduction • Rank 6.3 • Science 10%

SciMLWorkshop • Science 26%