ECCO
Documentation for ECCO.jl Julia package.
- ECCO stands for Estimating the Circulation and Climate of the Ocean.
- ECCO is a 40+ years running effort initiated by Pr. Carl Wunsch at MIT, and which now involves distributed academic projects accross the US (MIT, NASA JPL, UCSD, UTA, WHOI), Europe (AWI, UH), and the UK (BAS).
this package is in early development stage
ECCO.Lorenz_models.L63ECCO.Lorenz_models.L96ECCO.Zygote_examples.Zygote_ex1ECCO.glacier_model.forward_problemECCO.toy_problems.Enzyme_ex1ECCO.toy_problems.Enzyme_ex2ECCO.toy_problems.Enzyme_ex3ECCO.toy_problems.Enzyme_ex4ECCO.toy_problems.ForwardDiff_ex1ECCO.toy_problems.optim_ex1ECCO.toy_problems.optim_ex2ECCO.toy_problems.optim_ex3
ECCO.toy_problems.Enzyme_ex1 — MethodECCO.toy_problems.Enzyme_ex1()using ECCO
(f,f_ad,x)=ECCO.toy_problems.Enzyme_ex1()
f(x)
f_ad(x)ECCO.toy_problems.Enzyme_ex2 — MethodECCO.toy_problems.Enzyme_ex2()using ECCO
(f,f_ad,x)=ECCO.toy_problems.Enzyme_ex2()
f(x...)
f_ad(x...)ECCO.toy_problems.Enzyme_ex3 — MethodECCO.toy_problems.Enzyme_ex3()using ECCO
(f,f_ad,x,y)=ECCO.toy_problems.Enzyme_ex3()
f(x,y)
f_ad(x,y)ECCO.toy_problems.Enzyme_ex4 — MethodECCO.toy_problems.Enzyme_ex4()using ECCO
(f,f_ad,x,y)=ECCO.toy_problems.Enzyme_ex4()
f(x,y)
f_ad(x,y)ECCO.toy_problems.ForwardDiff_ex1 — MethodECCO.toy_problems.ForwardDiff_ex1()using ECCO
(x,adx)=ECCO.toy_problems.ForwardDiff_ex1()ECCO.toy_problems.optim_ex1 — MethodECCO.toy_problems.optim_ex1()using ECCO
(f,x0,x1,result)=ECCO.toy_problems.optim_ex1()ECCO.toy_problems.optim_ex2 — MethodECCO.toy_problems.optim_ex2()ECCO.toy_problems.optim_ex3 — MethodECCO.toy_problems.optim_ex3()ECCO.Zygote_examples.Zygote_ex1 — MethodECCO.toy_problems.Zygote_ex1()using ECCO
(x,adx)=ECCO.Zygote_examples.Zygote_ex1()ECCO.glacier_model.forward_problem — Functionforward_problem(M0=0.004; dt=1/12.0, nt=6*5000, dx = 1.0, nx = 30)Simple, 1D mountain glacier model inspired from the book Fundamentals of Glacier Dynamics, by CJ van der Veen, and which was translated to Julia by S Gaikwad.
See https://sicopolis.readthedocs.io/en/latest/AD/tutorial_tapenade.html#mountain-glacier-model
V=ECCO.glacier_model.forward_problem(0.002)ECCO.Lorenz_models.L63 — MethodL63(; nt=10000)See https://en.wikipedia.org/wiki/Lorenz_system
using ECCO, CairoMakie
x,y,z=ECCO.Lorenz_models.L63()
lines(x,y)ECCO.Lorenz_models.L96 — MethodL96(; N=5, F=8)See https://en.wikipedia.org/wiki/Lorenz96model
using ECCO, CairoMakie
store=ECCO.Lorenz_models.L96()
lines(store[1,:]); lines!(store[2,:]); lines!(store[end,:])
current_figure()