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Emergent Spaces for Coupled Oscillators.
Thiem TN, Kooshkbaghi M, Bertalan T, Laing CR, Kevrekidis IG. Thiem TN, et al. Among authors: bertalan t. Front Comput Neurosci. 2020 May 12;14:36. doi: 10.3389/fncom.2020.00036. eCollection 2020. Front Comput Neurosci. 2020. PMID: 32528268 Free PMC article.
On learning Hamiltonian systems from data.
Bertalan T, Dietrich F, Mezić I, Kevrekidis IG. Bertalan T, et al. Chaos. 2019 Dec;29(12):121107. doi: 10.1063/1.5128231. Chaos. 2019. PMID: 31893645
Local conformal autoencoder for standardized data coordinates.
Peterfreund E, Lindenbaum O, Dietrich F, Bertalan T, Gavish M, Kevrekidis IG, Coifman RR. Peterfreund E, et al. Among authors: bertalan t. Proc Natl Acad Sci U S A. 2020 Dec 8;117(49):30918-30927. doi: 10.1073/pnas.2014627117. Epub 2020 Nov 23. Proc Natl Acad Sci U S A. 2020. PMID: 33229581 Free PMC article.
Initializing LSTM internal states via manifold learning.
Kemeth FP, Bertalan T, Evangelou N, Cui T, Malani S, Kevrekidis IG. Kemeth FP, et al. Among authors: bertalan t. Chaos. 2021 Sep;31(9):093111. doi: 10.1063/5.0055371. Chaos. 2021. PMID: 34598443
14 results