Stochastic Analysis & Epidemic Containment Models

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Related lectures (32)

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Epidemic Spreading Models

Covers classical models of epidemic spreading and dynamics on networks with examples.

Supervised Learning with kNN: Regression Model

Covers a simple mathematical model for supervised learning with k-nearest neighbors in regression.

Fair Distribution of Water

Explores the dynamics and control of waterborne diseases, emphasizing fair water distribution and disease evolution.

COVID-19 Outbreak: Epidemiology and Mitigation

Explores the COVID-19 outbreak, its terminology, transmission, severity, and global impact, emphasizing the importance of mitigation strategies and digital epidemiology.

Transcritical Bifurcation: SIS Epidemics

Explores transcritical bifurcation in SIS epidemics, analyzing mathematical equations and system dynamics.

Business Law: Employment Agreements and Joint Ventures

Provides an overview of employment agreements, mandates, confidentiality agreements, and joint ventures in practical business law.

Extended Josephson Junctions: Modeling and Critical Current

Covers the magnetic thickness, short and long junctions, and critical current.

Data Representation: Models and Systems

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

Rare Events and Extreme Modeling

Explores rare event modeling, challenges in estimating probabilities with limited data, and the application of extreme value theory in various fields.

Electricity Market: Balancing and Liberalization

Explores ancillary services, capacity market, and electricity market liberalization, emphasizing system balancing and peak demand challenges.