Our paper on "Random Feature Hamiltonian Graph Networks" by Atamert Rahma, Chinmay Datar, Ana Cukarska, and Felix Dietrich has been accepted to the… [read more]

Our paper on "Frozen-PINNs" by Chinmay Datar, Taniya Kapoor, Abhishek Chandra, Qing Sun, Erik Lien Bolager, Iryna Burak, Anna Veselovska, Massimo… [read more]

Wil Schilders (IAS, TU/e) and Felix Dietrich published an overview paper on "Scientific Machine Learning" in the journal "Mathematische… [read more]

The LRZ has published an interview with Felix on the SWIM method developed by our group. This method allows for fast training of neural networks and… [read more]

We are happy to announce our workshop “Linear Operators in AI”.  The worlds of scientific computing and artificial intelligence are mostly developing… [read more]

TUM has published an article on SWIM method developed by our group. This method allows for fast training of neural networks and drastically reduces… [read more]

Our new pre-print “Gradient-free training of recurrent neural networks” is out! Check it out at https://arxiv.org/abs/2410.23467. [read more]