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
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
Co-authors
7 total
Lyudmila Grigoryeva
Lyudmila Grigoryeva
Associate Professor at University of St. Gallen
Lukas Gonon
Lukas Gonon
University of St. Gallen
Josef Teichmann
Josef Teichmann
ETH Zurich
Zhenyu Cui
Zhenyu Cui
Associate Professor, School of Business, Stevens Institute of Technology
Christa Cuchiero
Christa Cuchiero
UNIVERSITÄT WIEN
Domenico CAMPOLO
Domenico CAMPOLO
School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore
Giovanni Ballarin
Giovanni Ballarin
University of St. Gallen