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Iryna Burak

PhD student, Technische Universität München

  • Joined May 2023

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Iryna Burak (Preferred)
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****@tum.de (Confirmed)
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Career & Education History

PhD student
Technische Universität München (tum.de)
2022 – Present
 
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Publications

  • Fast training of accurate physics-informed neural networks without gradient descent

    Chinmay Datar, Taniya Kapoor, Abhishek Chandra, Qing Sun, Erik Lien Bolager, Iryna Burak, Anna Veselovska, Massimo Fornasier, Felix Dietrich
    • ICLR 2026 Oral
    • Readers: Everyone
  • Backpropagation-free training of neural PDE solvers for time-dependent problems

    Chinmay Datar, Taniya Kapoor, Abhishek Chandra, Qing Sun, Erik Lien Bolager, Iryna Burak, Anna Veselovska, Massimo Fornasier, Felix Dietrich
    • Submitted to ICLR 2025
    • Readers: Everyone
  • Gradient-free training of recurrent neural networks

    Erik Lien Bolager, Ana Cukarska, Iryna Burak, Zahra Monfared, Felix Dietrich
    • Submitted to ICLR 2025
    • Readers: Everyone

Co-Authors

  • Abhishek Chandra
  • Ana Cukarska
  • Anna Veselovska
  • Chinmay Datar
  • Erik Lien Bolager
  • Felix Dietrich
  • Massimo Fornasier
  • Qing Sun
  • Taniya Kapoor
  • Zahra Monfared
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