Göteborgs universitet
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Mats Granath

Universitetslektor

Institutionen för fysik
Telefon
0723-08 71 60
E-post
mats.granath@physics.gu.se
Besöksadress
Origovägen 6B
41296 Göteborg
Rumsnummer
S3010
Postadress
Kemigården 4
412 96 Göteborg

Om Mats Granath

Research Keywords: quantum error correction; quantum machine learning; deep machine learning; strongly correlated systems  web

Postdoc opening together with Pedro Trancoso, at CSE, Chalmers: Postdoc position in efficient simulation of noisy quantum circuits

Master thesis project proposal on Machine learning for fault-tolerant quantum computing

PhD course in Quantum Error Correction (Nov-Dec 2025) https://fubasextern.gu.se/fubasextern/info?kurs=NFFY100

Appointments:

Director - Complex Adaptive Systems master (N2CAS/MPCAS) at GU and Chalmers

Group leader at the Wallenberg Centre for Quantum Technology (WACQT)

Scientific coordinator, Guest Researchers Program WACQT

Course engagements:

Machine (Deep) Learning for physicists 2024-25 (EUtopia)

Introduktion till djup maskininlärning och förstärkningsinlärning

Introduction to artificial intelligence

Recent master thesis projects:

Sequential Graph-Based Decoding of the Surface Code using a Hybrid Graph and Recurrent Neural Network Model

Data-driven decoding of the surface code using a neural matching decoder

Decoding the surface code using graph neural networks

Quantum Error Correction using Variational Neural Annealing

Tensor network based decoders for topological stabilizer codes with diverse qubit error rates

Recent bachelor thesis projects:

Kvantfelskorrektion av bitfel i repetitionskoder med maskininlärning

Datadriven kvantfelskorrigering genom avkodning av repetitionskoden med grafneurala nätverk

Quantum error correcting Clifford deformed surface codes

Kvantfelskorrektion, statistisk fysik och tensornätverk