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ecustwy's Projects

mitgcm icon mitgcm

M.I.T General Circulation Model master code and documentation repository

mlrmbo icon mlrmbo

Toolbox for Bayesian Optimization and Model-Based Optimization in R

mmemo icon mmemo

Scripts and data used in a study to assess the impact of various model enhancements on the performance of a hydro-sedimentological model.

nemuro-gom icon nemuro-gom

Quantifying spatiotemporal variability in zooplankton dynamics in the Gulf of Mexico with a physical-biogeochemical model

neuralecology icon neuralecology

Code for the paper "Neural hierarchical models of ecological populations"

nmds icon nmds

PluMA plugin to run Non-Multi-Dimensional Scaling (Kruskal, 1964)

npcdon icon npcdon

Nutrient Phytoplankton Consumer Model with Dissolved Organic Nitrogen

on-a-bayesian-change-point-detection-model-for-multivariate-data icon on-a-bayesian-change-point-detection-model-for-multivariate-data

Change point detection problem is key in anomaly detection, relevant and fast-growing. This R code implements a Bayesian approach to tackle this problem with multivariate data. Here are helper functions, validating simulations and two applications: Covid-19 and finance, as well as a report explaining the model.

ostrich icon ostrich

An optimization toolkit for model calibration

ostrich-swmm icon ostrich-swmm

A toolset for connecting the OSTRICH optimization software toolkit with the SWMM simulation model.

pestpp icon pestpp

tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis

phyre icon phyre

PHYtoplankton-REsource (and Zooplankton) model for Python designed to simulate a mix of competitive dynamics between species and predator-prey interactions.

phytoann icon phytoann

The ANN-based diagnostic phytoplankton functional type model.

phytogrowthbyfba icon phytogrowthbyfba

scripts to implement simple phytoplankton growth models with flux balance analysis

piecewisesem icon piecewisesem

:exclamation: This is a read-only mirror of the CRAN R package repository. piecewiseSEM — Piecewise Structural Equation Modeling. Homepage: https://github.com/jslefche/ Report bugs for this package: https://github.com/jslefche/piecewiseSEM/issues

planktonbs icon planktonbs

Differential Equation-Based Model for studying the seasonal succession of phytoplankton in the Bering Sea.

planktonmodels icon planktonmodels

Eco-evolutionary models of phytoplankton-zooplankton interactions

ppso icon ppso

R-package for optimization with Particle Swarm Optimization or Dynamically Dimensioned Search

pwrsem icon pwrsem

Power Analysis for Parameter Estimation in Structural Equation Modeling: A Discussion and Tutorial

pygpc icon pygpc

A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method

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