Big Picture of Waves and Data Analytics

Every document and slide deck on this site, by topic.

1

Probability & Statistics

Stochastic Process, Estimation

• Probability, statistics and estimation74 slides

2

Signal Processing & System ID

Estimation, Inverse Problems, Optimization, Machine Learning

• Signal Processing, System Identification, Estimation Theory and Optimization with the underlying logic of machine learning18-page read

3

Machine Learning

Neural and non-neural methods, Data Science vs ML Engineer

• Machine Learning44-page read

4

Waves and Dynamics

All vibrations are waves

• Dynamical Behavior of Engineering Structures and Acoustic Wave Propagation20-page read
• From Bridges to Photons: Mode Shapes and Wave Propagation in Quantum Mechanics3-page read

5

Python / Programming

• In preparation

My research involves all of these.

• Structural Health Monitoring (SHM) and Non-destructive Testing (NDT)1-page read
• Understanding Structural Health Monitoring and Nondestructive Testing: A Casual Introduction11-page read
• Understanding Sound Classification, Localization and Tracking and Similarity to NDT5-page read
• Extensive ppt regarding my MSc and PhD Research177 slides

My Research Areas