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Gravitational Waves: History and Detection
Explores the history, detection, and significance of gravitational waves, covering key experiments and projects in gravitational wave astronomy.
Instrumental Inequality: Binary Variables
Explores instrumental inequality with binary variables and their generation process through arbitrary functions and observed variables.
Supernova Remnants and Synchrotron Emission
Discusses supernova remnants, luminosity, FIR-radio correlation, dust properties, and star formation rates.
Distortion of the Hamming Cube
Explores the distortion of the Hamming cube and the effects of flipping individual bits.
Galaxies: Evolution and Morphology
Explores the evolution and morphology of galaxies, from elliptical galaxies lacking star formation to spiral galaxies with young stars.
Vapor-Liquid Equilibrium: Molecular Separation Techniques
Covers vapor-liquid equilibrium principles and their application in molecular separation processes using phase diagrams and flash drum techniques.
Supervised Learning: Image Space and Labeling
Covers supervised learning, binary and multi-class classification problems, and making predictions from labeled examples.
Mixed-Integer Linear Programming: Formulations and Applications
Explores mixed-integer linear programming, binary variables, 0-1 knapsack, assignment problems, and LP relaxation strength.
Linear Models for Classification: Multi-Class Extensions
Covers linear models for multi-class classification, focusing on logistic regression and evaluation metrics.
Logistic Regression: Probability Modeling
Covers logistic regression for binary classification using probability modeling and optimization methods.