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Mathematical and theoretical biology
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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.