Lectures related to Mathematical modelling of infectious diseases

Epidemic Spreading Models

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

Fair Distribution of Water

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

Extended Josephson Junctions: Modeling and Critical Current

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

Transcritical Bifurcation: SIS Epidemics

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

Stochastic Analysis & Epidemic Containment Models

Delves into stochastic analysis, contract theory, and epidemic models, exploring uncertainties and interventions in epidemiology.

Transcritical Bifurcation in Dynamical Systems

Explores transcritical bifurcation in dynamical systems, with a focus on SIS epidemics and their mathematical analysis.

Supervised Learning with kNN: Regression Model

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

Soil Water Dynamics: General Equations and Mathematical Modelling

Explores water dynamics in unsaturated soils, including Darcy's law extension and mathematical modelling.

Derivation of the Cable Equation

Explores the derivation of the cable equation for modeling dendrites in computational neuroscience.

Continuous-Time Stochastic Processes: PAM Signal Error Rate

Covers the application of continuous-time stochastic processes to the calculation of the error rate of a PAM signal.

Engineering model for capillary sorption

Presents an engineering model for capillary sorption in cementitious materials, focusing on simple experimental analysis and mathematical formulations.

Spin Glasses: Fully Connected

Covers the basics of spin glasses and the mathematical equations used to model them.

Pen-and-paper exercises: Session 4

Focuses on pen-and-paper exercises in computational analysis and problem-solving strategies.

Navigation Equation: Attitude Determination

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

Oil Convection Study

Studies the convection of oil in a baking dish.

Replica Symmetry: Guess

Explores replica symmetry and educated guessing in mathematical models.

Social and Information Networks: Processes

Covers computing measures over large networks, random walks, conductance bound, and epidemic models.

Data Representation: Models and Systems

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

Furuta Pendulum Control

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

Involutes and Bezier Curves

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