Dietrich, Felix, Mahdi Kooshkbaghi, Erik M. Bollt, and IoannisG. Kevrekidis. 2020. “Manifold Learning for Organizing Unstructured Sets of Process Observations”. Chaos 30: 043108. Publisher’s Version: Manifold learning for organizing unstructured sets of process observations.

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.

Li, Qianxiao, Felix Dietrich, Erik M. Bollt, and IoannisG. Kevrekidis. 2017. “Extended Dynamic Mode Decomposition With Dictionary Learning: A Data-Driven Adaptive Spectral Decomposition of the Koopman Operator”. Chaos 27: 103111. Publisher’s Version: Extended dynamic mode decomposition with dictionary learning: A data-driven adaptive spectral decomposition of the Koopman operator.

Dietrich, Felix, Mahdi Kooshkbaghi, Erik M. Bollt, and IoannisG. Kevrekidis. 2018. “Manifold Learning for Bifurcation Diagram Observations”. ArXiv.Org, E-Print Arch., Phys.. Cornell University Library, 1-5. Publisher’s Version: Manifold learning for bifurcation diagram observations.

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.