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AI in ME 2 (기계공학에서의 AI)
KAIST 기계공학과 박용화, 김형수, 이두용, 황보제민
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AI in ME 2 (기계공학에서의 AI)
AI in ME 2 (기계공학에서의 AI)
http://kooc.kaist.ac.kr/mechanical-engineering-ai2
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10
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240
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AI for Sound and Vibration - Introduction
Introduction 1
Introduction 2
Introduction 3
AI for Sound and Vibration 1
Sound Classification 1
Sound Classification 2
Sound Classification 3
Sound Classification 4
AI for Sound and Vibration 2
Introduction Biometric authentication
Theoretical background : vibration analysis of human body
Fundamentals of SVM 1
Fundamentals of SVM 2
Application: Person identification by SVM 1
Application: Person identification by SVM 2
AI for Fluid Mechanics
Introduction to reverse optimization
Data processing and optimizer for machine learning
Machine learning for microfluidics application
Machine learning results
AI for Fluid Mechanics 2
Flow visualization
Three-dimensional flow field measurement
Machine-learning as a tool
Real time measurement application
AI for Medical Simulation
Very Brief Introduction to Medical Simulation 1
Very Brief Introduction to Medical Simulation 2
Visual Interface & Rendering of Medical Simulation 1
Visual Interface & Rendering of Medical Simulation 2
Visual Interface & Rendering of Medical Simulation 3
Visual Interface & Rendering of Medical Simulation 4
Finite Element Model (FEM) of Medical Simulation
AI for robot control 1
Problem & Abstraction
Formulation 1
Formulation 2
Value iteration
AI for robot control 2
Problem
Parameterized policy
Policy gradient theorem
Training the value function
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