Lectures related to Fair Distribution of Water

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.

Stochastic Analysis & Epidemic Containment Models

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

Extended Josephson Junctions: Modeling and Critical Current

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

Spin Glasses: Fully Connected

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

Transcritical Bifurcation: SIS Epidemics

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

Data Representation: Models and Systems

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

Pen-and-paper exercises: Session 4

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

Engineering model for capillary sorption

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

Oil Convection Study

Studies the convection of oil in a baking dish.

Soil Water Dynamics: General Equations and Mathematical Modelling

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

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.

Mathematical Modeling in Chemistry and Biology

Covers mathematical modeling in chemistry and biology, including chemical reactions, enzymatic kinetics, and population dynamics.

Navigation Equation: Attitude Determination

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

Data Reconciliation: Case Study

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

Nonlinear Systems: Lotka-Volterra Model

Explores the dynamics of predator-prey populations using the Lotka-Volterra model in real-world scenarios.

Replica Symmetry: Guess

Explores replica symmetry and educated guessing in mathematical models.

Furuta Pendulum Control

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

Introduction to Physics: Experimental Demonstrations

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

Involutes and Bezier Curves

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