Lectures related to IOS | EPFL Graph Search

Covers the basics of numerical modeling of solids and structures.

Explores exploration bias and generalization bound in KL divergences, emphasizing mathematical proofs and implications.

Covers the concept of rigid displacement and potential energy, emphasizing continuity between elements and the importance of conforming to the mesh.

Covers the basics of finite element analysis, including element stiffness and reaction forces.

Covers the extension of functional calculus to simple functions and the concept of *-homomorphism.

Covers the fundamentals of finite element analysis and the concept of volume forces.

Discusses the principle of minimum energy and equilibrium solutions in potential energy.

Discusses the mobile platform ecosystem, focusing on hardware, operating systems, and application development principles.

Explores the relationship between code word length and probability distribution, focusing on designing prefix-free codes for efficient compression.

Covers the fundamentals of mechanics of continuous media, focusing on stress, equilibrium, and torsion revisited.

Covers the ground state and energy of harmonic oscillators and perturbations by bounded potentials.

Explores conditional expectation properties, variance, and examples in practical applications.

Explores exponential families, Bernoulli distributions, parameter estimation, and maximum entropy distributions in statistical modeling.

Explores the relationship between series and integrals, highlighting convergence criteria and function examples.

Explores chain conditions in module theory, emphasizing Noetherian modules and stabilizing sequences of submodules.