Lectures related to Optimal Abatement Strategies

Extended Josephson Junctions: Modeling and Critical Current

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

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

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

Engineering model for capillary sorption MOOC: Sorption and transport in cementitious materials

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.

Supervised Learning with kNN: Regression Model

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

Replica Symmetry: Guess

Explores replica symmetry and educated guessing in mathematical models.

Data Reconciliation: Case Study

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

Formulation, Modeling: Château Laupt-Himum MOOC: Optimization: principles and algorithms - Unconstrained nonlinear optimization MOOC: Optimization: principles and algorithms - Linear optimization

Discusses a case study on wine production at Château Laupt-Himum.

Mathematical Modeling and Numerical Analysis for Incommensurate 2D Materials

Explores real space and momentum space methods for 2D materials and incommensurate lattices.

Methodology of Mechanics MOOC: Warm-up for EPFL

Explores the methodology of mechanics, including modeling, laws application, problem-solving, theory limitations, and the historical evolution of classical mechanics.

Continuum Mechanics: Fundamentals and Applications

Explores Continuum Mechanics, focusing on the continuum hypothesis and its practical applications in engineering and physical sciences.

Dimensional Analysis of Explosions

Explores dimensional analysis of large explosions using recorded images to predict outcomes based on known parameters.

A Full Water Transport Model MOOC: Sorption and transport in cementitious materials

Explores a 'full' mathematical model for water transport in porous media, covering liquid-vapor equilibrium, gas transport, and simplifications.

Epidemic Spreading Models

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

Soil Water Dynamics: General Equations and Mathematical Modelling Log in to Mediaspace to watch this video

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

Continuous-Time Stochastic Processes: PAM Signal Error Rate Log in to Mediaspace to watch this video

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

Navigation Equation: Attitude Determination Log in to Mediaspace to watch this video

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

Data Representation: Models and Systems Log in to Mediaspace to watch this video

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

Introduction to Physics: Experimental Demonstrations Log in to Mediaspace to watch this video

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