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Korkut Kaynardag
Korkut Kaynardag
PhD, Assistant Professor
Department of Civil Engineering
Izmir Institute of Technology
About Me
My Research Areas
:
Sound Waves, NDT, SHM
Gallery
Big Picture of Waves and Data Analytics
Waves and Dynamics
Signal Processing & System ID
Machine Learning
Probability & Statistics
Python / Programming
Communication
Vibrations and Waves
:
All vibrations are waves
Signal Processing, System Identification
:
Estimation, Inverse Problems, Optimization, Machine Learning
Machine Learning
:
Neural and non-neural methods, Data Science vs ML Engineer
Probability, Statistics
:
Stochastic Process, Estimation
Python / Programming
Communication
:
Meetings, presentations, reports, papers
Blog
Contact
Big Picture of Waves and Data Analytics
Waves &
Data Analytics
Waves & Dynamics
Vibrations, acoustics
Signal Processing
System ID, estimation
Machine Learning
Complete guide
Probability & Statistics
In preparation
Python / Programming
In preparation
Communication
In preparation
From my research
SHM, NDT, sound
Choose a topic to go to its documents.
Waves and Dynamics
Dynamical Behavior of Engineering Structures and Acoustic Wave Propagation
The vibrations and waves guide.
20-page read
From Bridges to Photons: Mode Shapes and Wave Propagation in Quantum Mechanics
A short piece.
3-page read
Signal Processing, System Identification, Estimation Theory, Optimization
Signal Processing, System Identification, Estimation Theory and Optimization with the underlying logic of machine learning
The data side of the work.
18-page read
Machine Learning
Machine Learning
Twelve sections, from what machine learning is to how to learn it.
44-page read
Probability & Statistics
Probability, Statistics:
Stochastic Process, Estimation
In preparation
Python / Programming
Python / Programming:
In preparation
Communication
Communication:
Meetings, presentations, reports, papers
In preparation
From my research
Structural Health Monitoring (SHM) and
Non-destructive
Testing (NDT)
A two-page introduction to both fields.
1-page read
Understanding Structural Health Monitoring and Nondestructive Testing: A Casual Introduction
The same ground, at length.
11-page read
Understanding Sound Classification, Localization and Tracking and Similarity to NDT
Acoustic wave-based monitoring.
5-page read
Korkut Kaynardag