Juan-Pablo Ortega
Scholar

Juan-Pablo Ortega

Google Scholar ID: SoBQqSwAAAAJ
Nanyang Technological University
Learning of dynamic processesgeometric mechanics
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Citations & Impact
All-time
Citations
4,058
 
H-index
34
 
i10-index
62
 
Publications
20
 
Co-authors
28
list available
Contact
No contact links provided.
Publications
10 items
Data-Specific Hyper-Parameter Design: A Paradigm Shift in Reservoir Computing
2026
Cited
0
Echoes of the past: A unified perspective on fading memory and echo states
2025
Cited
0
Stochastic dynamics learning with state-space systems
2025
Cited
0
Feedback-driven recurrent quantum neural network universality
2025
Cited
0
Memory Capacity of Nonlinear Recurrent Networks: Is it Informative?
2025
Cited
0
Infinite-dimensional next-generation reservoir computing
arXiv.org · 2024
Cited
0
Fading memory and the convolution theorem
arXiv.org · 2024
Cited
0
State-Space Systems as Dynamic Generative Models
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
28 total
Co-author 1
Co-author 1
Lyudmila Grigoryeva
Lyudmila Grigoryeva
Associate Professor at University of St. Gallen
Lukas Gonon
Lukas Gonon
University of St. Gallen
Co-author 4
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Co-author 5
Co-author 5
Co-author 6
Co-author 6
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Co-author 8