プロフィール詳細

プロジェクトを作成

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Asif K.に依頼

Pakistan

Data Analysis + AI for Diagnosis and Prognosis of Mechanical Systems/Structures, https://www.researchgate.net/profile/As

プロフィール概要

Education and Qualifications PhD Mechanical Engineering --> 2014 - 2018, Major Vibration, Control, and Automation Research Publications --> 21 Journal Articles (https://www.researchgate.net/profile/Asif-Khan-9) Patents --> Two patents Research Projects --> Participated in 6 Research Projects as Investigator Research Skills & Strengths Programming Skills --> MATLAB, Python Simulation Skills --> In-House coding, Ansys + Abaqus (static, modal, harmonic, transient, Analysis of Composite Materials, Fatigue Analysis for Delamination Propagation) Geometric Modeling --> Creo-Parametric + AutoCad + Catia + Solid Works (Part Modeling, Assembly, Surface Modeling, Animations of Assembly) Artificial Intelligence --> Statistical Feature Extraction and Selection --> Dimensionality Reduction via PCA, MDS, LLE --> Supervised Machine Learning for Labeled Data --> Unsupervised Machine Learning for Unlabeled Data --> Deep Learning Models for Classification, Autonomous Feature Extraction, and Transfer Learning --> Pretrained Deep Learning Models for Transfer Learning and Autonomous Features Extraction --> Autoencoders and LSMT for Time-Series Analysis --> Reinforcement Learning for Partially Labelled Data Microcontrollers --> Arduino, Raspberry Pi

専門分野

• ☆ Engineering Education
• ☆ Computer-Aided Engineering
• ☆ Mechanical Engineering
• ☆ Mechatronics & Robotics
• ☆ Mechanical Design
• ☆ Micromechatronics
• ☆ System Dynamics
• ☆ Engineering Design
• ☆ Python
• ☆ Matlab
• ☆ Peer Review
• ☆ Research Methodology
• ☆ Feasibility Studies
• ☆ Literature Search
• ☆ Gap Analysis
• ☆ Animation & Illustration
• ☆ Process Design
• ☆ Skills Training
• ☆ Technical & Scientific Writing
• ☆ Journal Selection
• ☆ Manuscript & Journal Article Writing
• ☆ Course Content Writing

サービス

• Data & AI

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Data Mining

職務経験

Assistant Professor

Ghulam Ishaq Khan Institute of Engineering Sciences and Technology

4月 2022 - 現在

Research Professor

Dongguk University

3月 2018 - 4月 2022

学歴

Ph.D

Dongguk University Seoul, South Korea

3月 2014 - 2月 2018

認定資格

• Introduction to Basic Vibrations

  coursera

  https://www.coursera.org/account/accomplishments/verify/TEFDB5WT5CVZ

  3月 2023 - 現在

• Introduction to Advanced Vibrations

  coursera

  https://www.coursera.org/account/accomplishments/verify/3F4NJ7U2FXV7

  3月 2023 - 現在

• Python Programming Essentials

  coursera

  https://www.coursera.org/account/accomplishments/verify/3FFQNNKF47B6

  12月 2020 - 現在

• Predictive Modeling and Machine Learning with MATLAB

  coursera

  https://www.coursera.org/account/accomplishments/verify/KSRKRF6MDBQX

  9月 2020 - 現在

• Data Processing and Feature Engineering with MATLAB

  coursera

  https://www.coursera.org/account/accomplishments/verify/R7YYTZG5FKTW

  6月 2020 - 現在

• Exploratory Data Analysis with MATLAB

  coursera

  https://www.coursera.org/account/accomplishments/verify/7DKVMDHJZ5RL

  3月 2020 - 現在

出版物

JOURNAL ARTICLE

Asif Khan, Jun-Sik Kim, Heung Soo Kim (2021). Damage Detection and Isolation from Limited Experimental Data Using Simple Simulations and Knowledge Transfer . Mathematics.

Asif Khan, Hyunho Hwang, Heung Soo Kim (2021). Synthetic Data Augmentation and Deep Learning for the Fault Diagnosis of Rotating Machines . Mathematics.