Lectures related to Mathematical and theoretical biology

Extended Josephson Junctions: Modeling and Critical Current

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

Computational Molecular Design: Mathematical Theory, High Performance Computing, In Vivo Experiments

Explores Computational Molecular Design, emphasizing Mathematical Theory, High Performance Computing, and In Vivo Experiments.

Articulation System in Biology

Explores the science of articulation and the relationship between space and mental imagery.

Physics 101: Introduction to Mechanics

Introduces students to the physics course structure, emphasizing the importance of attending exercises and using mathematical tools for motion description.

Tutorial On Auto-encoders

Explores auto-encoders, covering invertibility conditions, projections, and generalized inverses in linear algebra.

Replicas for Random Field Ising

Covers the concept of replicas for the random field Ising model, discussing various mathematical formulations and assumptions.

Soil Water Dynamics: General Equations and Mathematical Modelling

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

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.

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.

Mathematical Modeling in Chemistry and Biology

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

Engineering model for capillary sorption

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

Ordinary Differential Equations: Growth Factors and Stability

Explores ordinary differential equations in biology, emphasizing growth factors and predator-prey system stability.

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.

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.

Introduction to Physics: Experimental Demonstrations

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

Computational Cell Biology: Modeling Cellular Complexity

Explores computational cell biology, modeling cellular complexity through molecular interactions and the challenges of atomistic simulations.

Prototyping: EPFL Support and Workshops

Explores the importance of prototyping, EPFL support programs, workshops, and coaching for diverse projects.