Mats Granath

Structural Health Monitoring of RC structures using optic fiber strain measurements: a deep learning approach

Peter Simonsson, Rasmus Rempling, Dimitrios Karypidis, 2019, IABSE Congress, New York, New York 2019: The Evolving Metropolis.

Unsupervised interpretable learning of topological indices invariant under permutations of atomic bands

Mats Granath, Oleksandr Balabanov, O. Balabanov, 2020, Mach. Learn. Sci. Technol..

Deep Q-learning decoder for depolarizing noise on the toric code

Mattias Eliasson, Mats Granath, David Fitzek, 2019 .

Unsupervised learning of topological indices

Mats Granath, Oleksandr Balabanov, 2020 .

Unsupervised learning using topological data augmentation

Mats Granath, Oleksandr Balabanov, O. Balabanov, 2019, Physical Review Research.

Quantum error correction for the toric code using deep reinforcement learning

Joel Johansson, Mats Granath, Philip Andreasson, 2018, Quantum.

Unsupervised interpretable learning of topological indices invariant under permutations of atomic bands

Mats Granath, Oleksandr Balabanov, 2021, Mach. Learn. Sci. Technol..