SKM 2023 –
scientific programme
DY 22: Machine Learning in Dynamics and Statistical Physics II
Tuesday, March 28, 2023, 14:00–15:15, ZEU 160
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14:00 |
DY 22.1 |
Reservoir Computing using Quantum Dot Lasers — •Huifang Dong, Lina Jaurigue, and Kathy Lüdge
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14:15 |
DY 22.2 |
Studying sequence property relationships with neural networks — •Huzaifa Shabbir, Jens Uwe Sommer, and Marco Werner
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14:30 |
DY 22.3 |
Modelling dynamic 3D-heat transfer for laser material processing using physics-informed neural networks (PINNs) — •Michael Moeckel and Jorrit Voigt
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14:45 |
DY 22.4 |
Optical convolutional neural network with atomic nonlinearity — •Mingwei Yang, Elizabeth Robertson, Luisa Esguerra, Kurt Busch, and Janik Wolters
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15:00 |
DY 22.5 |
Phase Diagram of the J1-J2 Ising Model from Unsupervised Learning: Neural Networks vs Image Comparison — •Burak Çivitcioğlu, Andreas Honecker, and Rudolf A. Römer
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