Felix P. Kemeth

12 papers C 1Misc 1Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Black and Gray Box Learning of Amplitude Equations: Application to Phase Field Systems. CoRR Felix P. Kemeth, Sergio Alonso, Blas Echebarria, Ted Moldenhawer, Carsten Beta, Ioannis G. Kevrekidis
2021	C	`conf`	Coarse-grained and Emergent Distributed Parameter Systems from Data. ACC Hassan Arbabi, Felix P. Kemeth, Tom Bertalan, Ioannis G. Kevrekidis
2021	J	`jnl`	Global Heteroclinic Rebel Dynamics Among Large 2-Clusters in Permutation Equivariant Systems. SIAM J. Appl. Dyn. Syst. Bernold Fiedler, Sindre W. Haugland, Felix P. Kemeth, Katharina Krischer
2021	J	`jnl`	Initializing LSTM internal states via manifold learning. CoRR Felix P. Kemeth, Tom Bertalan, Nikolaos Evangelou, Tianqi Cui, Saurabh Malani, Ioannis G. Kevrekidis
2020	J	`jnl`	Coarse-grained and emergent distributed parameter systems from data. CoRR Hassan Arbabi, Felix P. Kemeth, Tom Bertalan, Ioannis G. Kevrekidis
2020	—	`conf`	Combining Scatter Transform and Deep Neural Networks for Multilabel Electrocardiogram Signal Classification. CinC Maximilian P. Oppelt, Maximilian Riehl, Felix P. Kemeth, Jan Steffan
2020	J	`jnl`	Combining Scatter Transform and Deep Neural Networks for Multilabel Electrocardiogram Signal Classification. CoRR Maximilian P. Oppelt, Maximilian Riehl, Felix P. Kemeth, Jan Steffan
2020	J	`jnl`	Learning emergent PDEs in a learned emergent space. CoRR Felix P. Kemeth, Tom Bertalan, Thomas N. Thiem, Felix Dietrich, Sung Joon Moon, Carlo R. Laing, Ioannis G. Kevrekidis
2020	J	`jnl`	NeurIPS 2019 Disentanglement Challenge: Improved Disentanglement through Learned Aggregation of Convolutional Feature Maps. CoRR Maximilian Seitzer, Andreas Foltyn, Felix P. Kemeth
2020	Misc	`conf`	The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks. ICASSP Faezeh Nejati Hatamian, Nishant Ravikumar, Sulaiman Vesal, Felix P. Kemeth, Matthias Struck, Andreas K. Maier
2020	J	`jnl`	The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks. CoRR Faezeh Nejati Hatamian, Nishant Ravikumar, Sulaiman Vesal, Felix P. Kemeth, Matthias Struck, Andreas Maier
2018	J	`jnl`	An Emergent Space for Distributed Data With Hidden Internal Order Through Manifold Learning. IEEE Access Felix P. Kemeth, Sindre W. Haugland, Felix Dietrich, Tom Bertalan, Kevin Höhlein, Qianxiao Li, Erik M. Bollt, Ronen Talmon, Katharina Krischer, Ioannis G. Kevrekidis