DPG Phi
Verhandlungen
Verhandlungen
DPG

Berlin 2024 – scientific programme

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AKPIK: Arbeitskreis Physik, moderne Informationstechnologie und Künstliche Intelligenz

AKPIK 1: Reservoir Computing & Neural Networks

Tuesday, March 19, 2024, 09:30–11:00, MAR 0.002

09:30 AKPIK 1.1 Minimal Reservoir Computing — •Haochun Ma, Davide Prosperino, and Christoph Räth
09:45 AKPIK 1.2 Novel implementations for reservoir computing -- from spin to charge — •Atreya Majumdar, Karin Everschor-Stte, Katharina Wolk, and Dennis Meier
10:00 AKPIK 1.3 Analyzing phase transitions in minimal reservoir computers — •Davide Prosperino, Haochun Ma, and Christoph Räth
10:15 AKPIK 1.4 Image reconstruction with diffusion models for accelerated magnetic resonance imaging — •Christine Müller, Vanya Saksena, Florian Knoll, and Bernhard Kainz
10:30 AKPIK 1.5 Performance of RBM neural quantum states from the perspective of the quantum geometric tensor — •Sidhartha Dash, Filippo Vicentini, Michel Ferrero, and Antoine Georges
10:45 AKPIK 1.6 Physics-Informed Deep Learning to Couple Reactive Diffusion and Swelling in Cellulose-based Porous Media — •Alexandra Serebrennikova, Maximilian Fuchs, Raimund Teubler, and Karin Zojer
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