Felix P. Kemeth

According to our database, Felix P. Kemeth authored at least 9 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Black and Gray Box Learning of Amplitude Equations: Application to Phase Field Systems.

Felix P. Kemeth, Sergio Alonso, Blas Echebarria, Ted Moldenhawer, Carsten Beta, Ioannis G. Kevrekidis

CoRR, 2022

2021

Global Heteroclinic Rebel Dynamics Among Large 2-Clusters in Permutation Equivariant Systems.

Bernold Fiedler, Sindre W. Haugland, Felix P. Kemeth, Katharina Krischer

SIAM J. Appl. Dyn. Syst., 2021

Initializing LSTM internal states via manifold learning.

Felix P. Kemeth, Tom Bertalan, Nikolaos Evangelou, Tianqi Cui, Saurabh Malani, Ioannis G. Kevrekidis

CoRR, 2021

Coarse-grained and Emergent Distributed Parameter Systems from Data.

Hassan Arbabi, Felix P. Kemeth, Tom Bertalan, Ioannis G. Kevrekidis

Proceedings of the 2021 American Control Conference, 2021

2020

Learning emergent PDEs in a learned emergent space.

Felix P. Kemeth, Tom Bertalan, Thomas N. Thiem, Felix Dietrich, Sung Joon Moon, Carlo R. Laing, Ioannis G. Kevrekidis

CoRR, 2020

NeurIPS 2019 Disentanglement Challenge: Improved Disentanglement through Learned Aggregation of Convolutional Feature Maps.

Maximilian Seitzer, Andreas Foltyn, Felix P. Kemeth

CoRR, 2020

The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks.

Faezeh Nejati Hatamian, Nishant Ravikumar, Sulaiman Vesal, Felix P. Kemeth, Matthias Struck, Andreas K. Maier

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Combining Scatter Transform and Deep Neural Networks for Multilabel Electrocardiogram Signal Classification.

Maximilian P. Oppelt, Maximilian Riehl, Felix P. Kemeth, Jan Steffan

Proceedings of the Computing in Cardiology, 2020

2018

An Emergent Space for Distributed Data With Hidden Internal Order Through Manifold Learning.

Felix P. Kemeth, Sindre W. Haugland, Felix Dietrich, Tom Bertalan, Kevin Höhlein, Qianxiao Li, Erik M. Bollt, Ronen Talmon, Katharina Krischer, Ioannis G. Kevrekidis

IEEE Access, 2018