Alan Xavier

Machine Learning in Physical Simulations Working Student at Hitachi Solutions Europe
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Contact Information
us****@****om
(386) 825-5501
Location
DE
Languages
  • English Native or bilingual proficiency
  • Spanish Elementary proficiency
  • German Elementary proficiency
Skills

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Bio

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Credentials

  • The Modern React Bootcamp
    Udemy
    Aug, 2019
    - Nov, 2024
  • The Web Developer Bootcamp
    Udemy
    Jun, 2019
    - Nov, 2024

Experience

  • Hitachi Solutions Europe
    • United Kingdom
    • IT Services and IT Consulting
    • 300 - 400 Employee
    • Machine Learning in Physical Simulations Working Student
      • Oct 2022 - Present

      - Researched and developed a detailed understanding of deep operator networks (DeepONets) and their applications. - Developed a detailed understanding of the data-set requirements for the training DeepONets. - Developed a data-generation algorithm to efficiently produce training and test data-sets. - Trained, tested and validated the developed data- and physics-informed DeepONets. - Demonstrated advanced use-cases of DeepONets on a series of examples for solving the heat conduction problem, with and without experimental data. Show less

Education

  • Technical University of Munich
    Computational Science and Engineering, Mathematics and Computer Science
    2020 - 2023
  • University of the West Indies
    Bachelor of Science (B.Sc.), Mechanical Engineering
    2011 - 2014

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