プロフィール詳細

プロジェクトを作成

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Dr. YOUSEF A.に依頼

Spain

PhD Researcher | AI & Machine Learning for Civil Engineering | Data Analysis & Signal Processing

プロフィール概要

Yousef is a PhD researcher and scientific consultant specializing in AI-driven data analysis and machine learning applications for civil engineering and infrastructure assessment. He is currently affiliated with ibs.GRANADA (Granada Biosanitary Research Institute) at the University of Granada, Spain, and is an active member of the European Network for Skin Engineering and Modeling (NETSKINMODELS). He has held a membership in the Jordanian Engineers Association since 2014. His core technical expertise includes deep learning and computer vision — having developed a CNN-based crack detection model trained on over 40,000 infrastructure images achieving high classification accuracy — alongside frequency-domain signal processing, ultrasonic data analysis using the Kramers-Kronig relationship, statistical modeling, and numerical simulation using COMSOL. His work spans both civil infrastructure monitoring and biomedical engineering research, with results published in peer-reviewed international journals. Yousef offers European research institutes, engineering consultancies, and organizations the following services: AI model development and image classification pipelines for infrastructure inspection Sensor and time-series data analysis with full frequency-domain processing Statistical analysis, hypothesis testing, and quantitative research reporting Systematic literature reviews and scientific manuscript support Numerical simulation data processing and technical visualization Research report preparation to publication-ready standards All deliverables are documented with clear methodology, professional visualizations, and structured reporting suitable for academic publication or organizational decision-making. Languages: Arabic (native), English (professional), Spanish (intermediate).

専門分野

• ★ Civil Engineering
• ★ Data Analysis
• ★ Computer Simulation/Computational Modeling
• ☆ Image Processing
• ☆ Data Processing
• ☆ Data Collection
• ☆ Machine Learning
• ☆ Data Cleaning
• ☆ Neural Networks
• ☆ Deep Learning
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Comparative Analysis
• ☆ Regression Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Correlation Analysis
• ☆ Statistical Computing
• ☆ Statistical Review

サービス

• Research
• Consulting
• Data & AI

Research User Research, Meta-Research, Feasibility Study, Scientific and Technical Research

Consulting Scientific and Technical Consulting

Data & AI Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-ML, Data Visualization, Data Cleaning, Data Processing

職務経験

Visiting Researcher

Universidad de Granada

7月 2024 - 現在

Lecturer

The Hashemite university

10月 2017 - 現在

quality assurance and quality control engineer

Arab Towers Contracting Company

9月 2016 - 9月 2017

Teaching assistant / Analysis and design of civil buildings by computer

Jordan University of Science and Technology

2月 2015 - 2月 2016

Site engineer

Arab International Company for Construction and Contracting

8月 2014 - 10月 2014

学歴

Ph.D, in civil engineering

Universidad de Granada

2月 2020 - 7月 2024

MS in Structural engineering

Jordan University of Science and Technology

9月 2014 - 10月 2016

BS in Civil engineering

The Hashemite University

9月 2010 - 7月 2014

High school

Shahid Ahmed Zyoud School

9月 2009 - 9月 2010

認定資格

• Finite element modeling

  The Jordan university of science and technology

  1月 2014 - 現在

• MATLAB

  The Jordan university of science and technology

  1月 2013 - 現在

出版物

JOURNAL ARTICLE

Yousef Almashakbeh, Hirad Shamimi, Inas H Faris, J.L. Martín-Rodríguez, Antonio Callejas, Guillermo Rus (2026). Enhanced diagnosis of skin lesions through torsional wave propagation and probabilistic inverse problem algorithms: An experimental study . Biomedical Signal Processing and Control.

Yousef Almashakbeh, Hirad Shamimi, Inas H. Faris, José M. Cortés, Antonio Callejas, Guillermo Rus (2024). Healthy human skin Kelvin-Voigt fractional and spring-pot biomarkers reconstruction using torsional wave elastography . Physical and Engineering Sciences in Medicine.

Yousef Almashakbeh, Eman Saleh, Nabil M. Al-Akhras(2022). Evaluation of Half-Cell Potential Measurements for Reinforced Concrete Corrosion . Coatings. 12. (7). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 975. {MDPI} {AG}

Yousef Almashakbeh, Eman Saleh, Nabil M. Al-Akhras (2022). Evaluation of Half-Cell Potential Measurements for Reinforced Concrete Corrosion . Coatings.

PREPRINT

Yousef saleh Almashakbeh, Hirad Shamimi, Antonio Callejas, Guillermo Rus (2023). Using Torsional Wave Elastography to Evaluate Spring Pot Parameters In Skin Tumor Mimicking Phantoms .