NoiseLab@UCSD

NoiseLab@UCSD's repositories

saga5.5

Seismo Acoustic inversion using Genetic Algorithms

Language:Fortran13 2 2

ConformalPrediction

Conformal prediction suite for acoustic estimation tasks

Language:PythonMIT3 20

OceanAcoustic_Ranging_MachineLearning

A repo originally developed for UCSD course SIO 209. This work is developed directly from the publications Niu, Reeves, Gerstoft (2017a) and Niu, Ozanich, Gerstoft (2017b): Niu, Reeves, Gerstoft (2017a), "Source localization in an ocean waveguide using supervised machine learning," J. Acoust. Soc. Am. 142:3 1176-1188.

Language:Python2 20

Difference-Frequency_ANM

Language:MATLABMIT100

Difference-Frequency_MUSIC

Language:MATLABMIT100

Locallly-sparse-tomography

Mike Bianco's LST paper

Language:MATLAB1 10

Sequential_VariationalBayesDOA

Language:MATLABMIT100

AlternatingProjections

Wagner_Park_Gerstoft_21_T-SP: A package of MATLAB codes for Gridless DOA estimation for Non-uniform linear arrays

Language:MATLABGPL-3.0000

BOGP

Bayesian optimization workflows for geoacoustic inversion and parameter estimation problems.

Language:PythonMIT000

ChaosESN

Echo State Network used in this publication: Brian Whiteaker, Peter Gerstoft, Reducing Echo State Network Size with Controllability Matrices, Chaos 32, https://doi.org/10.1063/5.0071926

010