Guo, Yue, Felix Dietrich, Tom Bertalan, Danimir T. Doncevic, Manuel Dahmen, IoannisG. Kevrekidis, and Qianxiao Li. n.d. “Personalized Algorithm Generation: A Case Study in Meta-Learning ODE Integrators”. arXiv.Org, E-Print Arch., Math. Publisher’s Version: Personalized Algorithm Generation: A Case Study in Meta-Learning ODE Integrators.

Bertalan, Tom, Yan Wu, Carlo Laing, C. William Gear, and IoannisG. Kevrekidis. 2017. “Coarse-Grained Descriptions of Dynamics for Networks With Both Intrinsic and Structural Heterogeneities”. Front Comput Neurosci 11: 43. Publisher’s Version: Coarse-Grained Descriptions of Dynamics for Networks with Both Intrinsic and Structural Heterogeneities.

Kemeth, Felix P., Sindre W. Haugland, Felix Dietrich, Tom Bertalan, Qianxiao Li, Erik M. Bollt, Ronen Talmong, Katharina Krischer, and IoannisG. Kevrekidis. 2017. “An Equal Space for Complex Data With Unknown Internal Order: Observability, Gauge Invariance and Manifold Learning”. arXiv.Org, E-Print Arch., Phys.. Cornell University Library, 1-11. Publisher’s Version: An equal space for complex data with unknown internal order: observability, gauge invariance and manifold learning.

Kemeth, Felix P., Sindre W. Haugland, Felix Dietrich, Tom Bertalan, Kevin Höhlein, Qianxiao Li, Erik M. Bollt, Ronen Talmon, Katharina Krischer, and IoannisG. Kevrekidis. 2018. “An Emergent Space for Distributed Data With Hidden Internal Order through Manifold Learning”. IEEE Access 6: 77402-13. Publisher’s Version: An Emergent Space for Distributed Data with Hidden Internal Order through Manifold Learning.

Bertalan, Tom, Felix Dietrich, Igor Mesic, and IoannisG. Kevrekidis. 2019. “On Learning Hamiltonian Systems from Data”. arXiv.Org, E-Print Arch., Phys.. Cornell University Library, 1-9. Publisher’s Version: On learning hamiltonian systems from data.

Bertalan, Tom, Felix Dietrich, Igor Mezić, and IoannisG. Kevrekidis. 2019. “On Learning Hamiltonian Systems from Data”. Chaos 29: 121107. Publisher’s Version: On learning Hamiltonian systems from data.

Peterfreund, Erez, Ofir Lindenbaum, Felix Dietrich, Tom Bertalan, Matan Gavish, IoannisG. Kevrekidis, and Ronald R. Coifman. 2020. “Local Conformal Autoencoder for Standardized Data Coordinates”. Proc. Natl. Acad. Sci. U. S. A. 117. National Academy of Sciences: 30918-27. Publisher’s Version: Local conformal autoencoder for standardized data coordinates.

Thiem, Thomas N., Mahdi Kooshkbaghi, Tom Bertalan, Carlo R. Laing, and IoannisG. Kevrekidis. 2020. “Emergent Spaces for Coupled Oscillators”. Front Comput Neurosci 14: 36. Publisher’s Version: Emergent Spaces for Coupled Oscillators.

Kemeth, Felix P., Tom Bertalan, Nikolaos Evangelou, Tianqi Cui, Saurabh Malani, and IoannisG. Kevrekidis. 2021. “Initializing LSTM Internal States via Manifold Learning”. Chaos 31: 093111. Publisher’s Version: Initializing LSTM internal states via manifold learning.

Thiem, Thomas N., Felix P. Kemeth, Tom Bertalan, Carlo R. Laing, and IoannisG. Kevrekidis. 2021. “Global and Local Reduced Models for Interacting, Heterogeneous Agents”. Chaos 31: 073139. Publisher’s Version: Global and local reduced models for interacting, heterogeneous agents.