Rare Events and Extreme Modeling

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Related lectures (31)

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Quantization of Probability Distributions

Covers quantization of probability distributions, statistical k-means clustering, mean estimation, robust clustering methods, and open research questions.

Navigation Equation: Attitude Determination

Covers the navigation equation for attitude determination and the process of choosing a suitable solution.

Replica Symmetry: Guess

Explores replica symmetry and educated guessing in mathematical models.

Data Representation: Models and Systems

Discusses data representation through models and systems, covering mathematical models, data structures, levels of modeling, and managing data.

Introduction to Physics: Experimental Demonstrations

Introduces physics concepts through experimental demonstrations, emphasizing observation and mathematical modeling.

Furuta Pendulum Control

Explores the control of a Furuta pendulum and its application to complex electromechanical systems.

Stability Relationships in Distributions

Explores stability relationships, domains of attraction, and limitations in distributions for statistical modeling and analysis.

Involutes and Bezier Curves

Explores involutes and Bezier curves, essential in computer-aided design.

Data Reconciliation: Case Study

Discusses correcting errors in measurements through mathematical expressions and optimization techniques.

Soil Hydraulic Conductivity and Water Transfers

Explores soil hydraulic conductivity, water transfers, and plant root extraction modeling.