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Felix P. Kemeth
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2020 – today
- 2022
- [i7]Felix P. Kemeth, Sergio Alonso
, Blas Echebarria, Ted Moldenhawer, Carsten Beta, Ioannis G. Kevrekidis:
Black and Gray Box Learning of Amplitude Equations: Application to Phase Field Systems. CoRR abs/2207.03954 (2022) - 2021
- [j2]Bernold Fiedler
Global Heteroclinic Rebel Dynamics Among Large 2-Clusters in Permutation Equivariant Systems. SIAM J. Appl. Dyn. Syst. 20(3): 1277-1319 (2021) - [c3]Hassan Arbabi, Felix P. Kemeth, Tom Bertalan, Ioannis G. Kevrekidis:
Coarse-grained and Emergent Distributed Parameter Systems from Data. ACC 2021: 4063-4068 - [i6]Felix P. Kemeth, Tom Bertalan, Nikolaos Evangelou, Tianqi Cui, Saurabh Malani, Ioannis G. Kevrekidis:
Initializing LSTM internal states via manifold learning. CoRR abs/2104.13101 (2021) - 2020
- [c2]Maximilian P. Oppelt, Maximilian Riehl, Felix P. Kemeth, Jan Steffan:
Combining Scatter Transform and Deep Neural Networks for Multilabel Electrocardiogram Signal Classification. CinC 2020: 1-4 - [c1]Faezeh Nejati Hatamian, Nishant Ravikumar
The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks. ICASSP 2020: 1264-1268 - [i5]Faezeh Nejati Hatamian, Nishant Ravikumar, Sulaiman Vesal, Felix P. Kemeth, Matthias Struck, Andreas Maier:
The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks. CoRR abs/2002.02870 (2020) - [i4]Maximilian Seitzer, Andreas Foltyn, Felix P. Kemeth:
NeurIPS 2019 Disentanglement Challenge: Improved Disentanglement through Learned Aggregation of Convolutional Feature Maps. CoRR abs/2002.12356 (2020) - [i3]Maximilian P. Oppelt, Maximilian Riehl, Felix P. Kemeth, Jan Steffan:
Combining Scatter Transform and Deep Neural Networks for Multilabel Electrocardiogram Signal Classification. CoRR abs/2010.07639 (2020) - [i2]Hassan Arbabi, Felix P. Kemeth, Tom Bertalan, Ioannis G. Kevrekidis:
Coarse-grained and emergent distributed parameter systems from data. CoRR abs/2011.08138 (2020) - [i1]Felix P. Kemeth, Tom Bertalan, Thomas N. Thiem, Felix Dietrich, Sung Joon Moon, Carlo R. Laing, Ioannis G. Kevrekidis:
Learning emergent PDEs in a learned emergent space. CoRR abs/2012.12738 (2020)
2010 – 2019
- 2018
- [j1]Felix P. Kemeth, Sindre W. Haugland
An Emergent Space for Distributed Data With Hidden Internal Order Through Manifold Learning. IEEE Access 6: 77402-77413 (2018)
Coauthor Index
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