Doruk Aksoy

PhD Candidate in Aerospace Engineering and Scientific Computing

doruk_aksoy_photo.jpeg

2025 FXB Building

1320 Beal Ave

Ann Arbor, MI 48109

Hi! I’m Doruk (pronounced similar to “dough-rook”, check this link for how it actually sounds), a PhD student working with Alex Gorodetsky under Department of Aerospace Engineering at University of Michigan. I work on tensor decompositions, tensor networks and their appliactions in learning.

This website will (or should..) contain information on both my personal and professional life. I will try to keep this page as up-to-date as possible. You can find my talks, my publications and (if I’m not lazy) my hobbies here.

news

Dec 21, 2024 Our work Incremental Hierarchical Tucker Decomposition is out accessible on arXiv!
Nov 24, 2024 The new website is under construction. Hopefully it will be done soon!
Jul 26, 2024 I presented our preliminary work on Incremental tensor decompositions for building efficient digital twins at 2024 World Congress on Computational Mechanics in Vancouver, BC.
Jun 21, 2024 Our paper titled Compressed Analysis of Electric Propulsion Simulations using Low Rank Tensor Networks is published at International Electric Propulsion Conference 2024!
May 31, 2024 I presented our work on Incremental Tensor Decompositions for Compressing Image-Based Data Streams at SIAM Conference on Imaging Sciences 2024 in Atlanta, GA.

latest posts

selected publications

  1. Incremental Hierarchical Tucker Decomposition
    Doruk Aksoy, and Alex A. Gorodetsky
    2024
  2. SISC
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    An incremental tensor train decomposition algorithm
    Doruk Aksoy, David J Gorsich, Shravan Veerapaneni, and 1 more author
    SIAM Journal on Scientific Computing, 2024
  3. TMLR
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    Low-Rank Tensor-Network Encodings for Video-to-Action Behavioral Cloning
    Brian Chen*Doruk Aksoy*, David J Gorsich, and 2 more authors
    Transactions on Machine Learning Research, 2024