Geometry, Algebra and Physics in Deep Neural Networks

Philipp Misof is currently at the Princeton University and meeting other PhD students and lecturers focusing on theoretical aspects of ML. Today he will present his poster on “Equivariant Neural Tangent Kernels” at the poster session.

Our group members Max Guillen and Jan Gerken participated in the IAIFI 2024 Summer Workshop about physics and AI at MIT and presented work on the RG flow of the NTK dynamics at finite-width from Feynman diagrams as well as Symmetries and the Neural Tangent Kernel.

William Nyrén and Ibrahim Taha defended their master thesis on “Predicting UV-Vis absorption spectra by using graph neural network models”. Congratulations!

Several members of our group, Oscar Carlsson, Jan Gerken, Hampus Linander and Christoffer Petersson traveled to Seattle to participate in CVPR 2024. We had an inspiring conference, met many new and old colleagues and presented our work on HEAL-SWIN: A Vision Transformer on The Sphere.