Mechanical Behavior of Composites: Interfaces and Porous Materials

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Data Compression and Shannon's Theorem: Lossy Compression

Explores data compression, including lossless methods and the necessity of lossy compression for real numbers and signals.

Principal Component Analysis: Applications and Limitations

Explores the applications and limitations of Principal Component Analysis, including denoising, compression, and regression.

Data Compression and Entropy: Basics and Introduction

Introduces data compression, entropy, and the importance of reducing redundancy in data.

Video Compression: Standards & Techniques

Explores the evolution of video compression standards and techniques, from H.261 to VVC, emphasizing advancements in compression efficiency and video quality.

Compression: introduction

Introduces data compression, exploring how redundancy in data can be reduced to achieve smaller file sizes without losing information.

Frame Resolution: Trellis Structure

Covers the resolution of a frame as a trellis structure, focusing on load distribution.

Structural Elements: Bars

Discusses the modeling and classification of structural bars and their normal forces.

PCA: Directions of Largest Variance

Covers PCA, finding directions of largest variance, data dimensionality reduction, and limitations of PCA.

Efficient Storage for Analytics: Columnar Storage & Compression Techniques

Explores columnar storage, compression techniques, DSM properties, and PAX advantages for analytics.

Compressed and Bent Posts: Interaction Verification and Second-Order Effects

Explores the resistance of compressed and bent columns, interaction verification, and second-order effects in structural analysis.