プロフィール詳細

プロジェクトを作成

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Dr. Matheus V.に依頼

Brazil

8+ years CAE Composite expert | Machine Learning specialist

プロフィール概要

I hold an extensive academic career with a Master's degree, a PhD, and post-doctoral experience, having studied and worked across various countries. My technical expertise lies in the research and development of analytical and numerical methods, including the creation of non-linear finite elements from scratch (programming in Matlab, C++, and Python), as well as using commercial CAE/CAD tools (Abaqus and Ansys / SolidWorks and AutoCAD), particularly focusing on the mechanical behaviour of composite materials. Additionally, I am certified in Machine Learning, with hands-on experience in projects involving supervised, unsupervised, and deep learning techniques. With eight years of programming experience solving challenging long-term projects related to the mechanical behaviour of composite structures, along with a specialisation in Machine Learning, I am well-prepared and ready for my next challenge.

専門分野

• ☆ Materials Science & Engineering
• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Neural Networks
• ☆ Deep Learning
• ☆ Python
• ☆ SQL

サービス

• Writing
• Data & AI
• Product Development

Writing Technical Writing

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

Product Development Formulation

職務経験

DBT-post doctoral fellow

University of South Britanny

3月 2023 - 2月 2024

学歴

PhD (School of Engineering)

University of Limerick

9月 2018 - 9月 2024

MEng (Department of Aeronautical Engineering)

Sao Paulo State University

3月 2016 - 3月 2018

B.Eng (Civil engineering)

Universidade Federal da Bahia

3月 2010 - 3月 2016

認定資格

• Specialization on Machine Learning

  Stanford University

  https://coursera.org/share/78455868f42d9322ad318fe1e51ee046

  6月 2024 - 現在

出版物

JOURNAL ARTICLE

M.M.S. Vilar, P. Khaneh Masjedi, D.A. Hadjiloizi, Paul M. Weaver (2023). Analytical interlaminar stresses of composite laminated beams with orthotropic tapered layers . Composite Structures.

M. M. S. Vilar, D. A. Hadjiloizi, P. Khaneh Masjedi, P. M. Weaver (2022). Stress recovery of laminated non-prismatic beams under layerwise traction and body forces . International Journal of Mechanics and Materials in Design.

M.M.S. Vilar, D.A. Hadjiloizi, P. Khaneh Masjedi, Paul M. Weaver(2021). Stress analysis of generally asymmetric non-prismatic beams subject to arbitrary loads . European Journal of Mechanics - A/Solids. 90. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 104284. Elsevier {BV}

(2018). Finite elements numerical solution to deep beams based on layerwise displacement field . Journal of the Brazilian Society of Mechanical Sciences and Engineering.