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Edgar Torres

M.Sc.

Researcher
Institute for Artificial Intelligence
Machine Learning for Simulation Science

Contact

Universitätsstraße 32
70569 Stuttgart
Germany
Room: 2.316

Office Hours

Please feel free to send me an email for scheduling an appointment for consultation.

Theses and Research Projects: 

For those interested in a Bachelor's or Master's Thesis or a Research Project (Forschungsprojekt), please email your current CV and Transcript of Records (ToR). 

Current thesis topics are listed below. If no openings are available, you are welcome to review the areas of interest and reach out via email to discuss potential ideas for collaboration..

Subject

About my research:

Focused on developing data-efficient and computationally efficient ML-based methods for solving partial differential equations (PDEs).

Topics of Interest:

  • Physics-informed Neural Networks
  • Neural Operators
  • Transfer Learning
  • Meta-learning
  • Few-shot Learning
  • CFD / Solid Mechanics
  • Surrogate Models
  • Neural Fields
Collaborations:

    WS-2024/25

    Seminar:  Deep Learning for the Sciences. Teacher Assitant.

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