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Related lectures (31)

Explores renormalization, scaling, critical points, exponents, and phase transitions in conformal field theory and quantum gravity.

Gradient-Based Algorithms in High-Dimensional Learning

Provides insights on gradient-based algorithms, deep learning mysteries, and the challenges of non-convex problems.

EPFL Computer Science Overview

Covers EPFL's Computer Science School, faculty expertise, EDIC program requirements, and post-PhD career paths.

Engineering Multi-Scale Systems

Introduces the Swiss Research Program focused on engineering multi-scale systems for health, security, energy, and the environment.

Feedback and Stability

Explores negative feedback in analog circuits, focusing on desensitizing gain, reducing distortion, controlling noise, and extending bandwidth.

Systems and Linear Equations: Introduction

Introduces systems and linear equations, defining lines and planes in 2D and 3D spaces.

Introduction to Signals and Systems: Course Overview

Introduces the EPFL course on Signals and Systems, covering course structure, evaluation, and key engineering concepts.

Environmental Monitoring: Challenges and Innovations

Explores the significance of environmental monitoring, traditional methods, recent advances, and the integration of biology into monitoring systems.

Mechanics: Equilibrium and Forces

Covers equilibrium, forces, couple concept, moments, tensions, and friction effects in mechanics.

Programmable Logic Devices: PAL, GAL, CPLD

Covers PAL, GAL, CPLD, and the transition to FPGAs using HDLs.

Data-Driven Modeling of Haemodynamics in Vascular Flows

Explores data-driven modeling of haemodynamics in vascular flows, focusing on computational challenges, reduced order modeling, FSI problems, and neural network applications.

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