Posters and Publications

2023

• Machine learning potentials with higher order interactions
  • Masters thesis in Computational Science and Engineering at the Technical University of Munich.
  • Download here
• Systems Identification with Random Feature Neural Networks.
  • Poster at Autumn School - Scientific Machine Learning and Dynamical Systems
  • With Felix Dietrich, Daniel Lehmberg
  • Download here
• Fullwaveform Inversion with Neural Operators and Adversarial regularization networks.
  • Poster at SIAM CSE 2023 in Amsterdam
  • With Felix Dietrich
  • Download here

2021

• High Performance Tensor Contraction Algorithms in Tensor Networks.
  • Technical report published in JSC Guest Student Programme Proceedings 2021
  • With Eduaordo Di Napoli and Matteo Rizzi
  • Download recent version here