Marine Modeling Framework

Generated from prompt:

Generate a PowerPoint presentation slide titled 'Our Work – Marine Modeling Framework'. Layout: 21:9 white background, pastel colors, Calibri/Helvetica fonts. Top layer: seven rounded rectangles labeled Problem Analysis, Model Preparation, Model I, Model II, Model III, Model Extrapolation, Sensitivity Analysis. Middle section: three dashed boxes (Ocean Current Analysis with ocean map + arrows labeled Current Data; Advanced Time Series Analysis with ARIMA, Monte Carlo Simulation and a small box for Ridge Regression; Dynamic Model Based on Newtonian Mechanics with buoyancy, gravity, resistance arrows, and prediction plot). Lower section: dashed boxes for Search Equipment Selection (Echo Sounder, Sonar, Magnetometer, Optical Imaging + metrics C, M, A, U, R), Genetic Algorithm for Multi-Objective Optimization (3D Pareto front), Probability Estimation Model (Poisson, Bayesian Updating). Bottom section: Parallel Grid Search (colored grid + arrows) and Accumulated Search Results (time vs probability curves). Include light gray connecting arrows (rightward flow) and pastel color scheme.

Comprehensive workflow for marine search optimization: from problem analysis and multi-model prep (I-III, extrapolation, sensitivity) to ocean currents, time series, dynamic Newtonian modeling, equipm

January 5, 20261 slides

Slide 1 of 1

Slide 1 - Our Work – Marine Modeling Framework

The slide outlines a five-phase Marine Modeling Framework workflow, starting with Problem Analysis using ocean maps and current data, followed by Model Preparation with techniques like ARIMA, Monte Carlo, and Newtonian dynamics. It continues through Equipment Selection & Optimization via genetic algorithms and sensors, Extrapolation & Sensitivity testing with grid search and probability models, ending with validated Results shown in time-probability curves and accumulated search outcomes.

Our Work – Marine Modeling Framework

Source: Marine Modeling Workflow

Speaker Notes

Overview of the Marine Modeling Framework workflow: from problem analysis through modeling, analysis, optimization, to results. Key phases connected by rightward flow arrows on 21:9 white background with pastel colors.

Slide 1 - Our Work – Marine Modeling Framework

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