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Basics of Risk Analysis and Management
Introduces the basics of risk analysis and management in civil engineering, covering distributions, statistical reminders, and mathematical interpretation techniques.
Universal Coating: Understanding and Proof
Explores the concept of universal coating through detailed proofs and examples, emphasizing uniqueness and significance.
Scaling & Renormalization in Statistical Mechanics
Explores scaling and renormalization in statistical mechanics, emphasizing critical points and invariant properties.
Back-propagation: Understanding Neural Networks
Explains back-propagation in neural networks, updating weights based on errors and evaluating networks through training and test losses.
Wireless Receivers: Parameter Estimation
Covers the challenges and techniques of parameter estimation in wireless receivers.
Neural Quantum States
Explores neural quantum states and their representation using artificial neural networks.
Fourier Analysis and PDEs
Explores Fourier analysis, PDEs, historical context, heat equation, Laplace equation, and periodic boundary conditions.
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