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flood_bandit
flood_bandit PublicLevee height selection via multi-armed bandits: Hoeffding-confidence pure exploration with pruning, Monte Carlo flood-loss simulation (GPU), and preference-based dueling bandits.
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Formalizing-Quantitative-Risk-Analysis-Probabilistic-Foundations-and-Monte-Carlo-Methods
Formalizing-Quantitative-Risk-Analysis-Probabilistic-Foundations-and-Monte-Carlo-Methods PublicImplements a probabilistic Quantitative Risk Analysis (QRA) framework using Monte Carlo simulation and a modified Gaussian puff dispersion model. Reproduces results from “Formalizing Quantitative R…
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Stochastic-Differential-Equations---Math-214-and-Independent-Study-course
Stochastic-Differential-Equations---Math-214-and-Independent-Study-course PublicHere are my notes and study materials for Stochastic Differential Equations. The theoretical core comes from my independent study (MATH 199), based primarily on Øksendal’s. The computational compon…
Jupyter Notebook 1
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Stochastic-Project-Management-in-Discrete-Time
Stochastic-Project-Management-in-Discrete-Time PublicA transparent simulation and analysis platform for project time, cost, and risk under uncertainty using Monte Carlo methods in discrete time.
Jupyter Notebook
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VRSF20---Statistical-and-Mathematical-Uncertainty-Analysis
VRSF20---Statistical-and-Mathematical-Uncertainty-Analysis PublicUncertainty quantification for risk assessment: expert elicitation, Bayesian inference, Monte Carlo uncertainty propagation, sensitivity analysis, and clear uncertainty communication.
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