Sensing with shallow recurrent decoder networks
Fuente:
arXiv
Saved in:
| Main Authors: | Williams, Jan P., Zahn, Olivia, Kutz, J. Nathan |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Data assimilation and discrepancy modeling with shallow recurrent decoders
by: Bao, Yuxuan, et al.
Published: (2025)
by: Bao, Yuxuan, et al.
Published: (2025)
Long Sequence Decoder Network for Mobile Sensing
by: Mei, Jiazhong, et al.
Published: (2024)
by: Mei, Jiazhong, et al.
Published: (2024)
Reservoir computing for system identification and predictive control with limited data
by: Williams, Jan P., et al.
Published: (2024)
by: Williams, Jan P., et al.
Published: (2024)
Mapping surface height dynamics to subsurface flow physics in free-surface turbulent flow using a shallow recurrent decoder
by: Moen, Kristoffer S., et al.
Published: (2025)
by: Moen, Kristoffer S., et al.
Published: (2025)
Sparse identification of nonlinear dynamics and Koopman operators with Shallow Recurrent Decoder Networks
by: Gao, Mars Liyao, et al.
Published: (2025)
by: Gao, Mars Liyao, et al.
Published: (2025)
Reduced Order Modeling with Shallow Recurrent Decoder Networks
by: Tomasetto, Matteo, et al.
Published: (2025)
by: Tomasetto, Matteo, et al.
Published: (2025)
Phasor notation of Dynamic Mode Decomposition
by: Lapo, Karl, et al.
Published: (2025)
by: Lapo, Karl, et al.
Published: (2025)
Learning Nonlinear Dynamics Using Kalman Smoothing
by: Stevens-Haas, Jacob, et al.
Published: (2024)
by: Stevens-Haas, Jacob, et al.
Published: (2024)
PySHRED: A Python package for SHallow REcurrent Decoding for sparse sensing, model reduction and scientific discovery
by: Ye, David, et al.
Published: (2025)
by: Ye, David, et al.
Published: (2025)
Information theory and discriminative sampling for model discovery
by: Bao, Yuxuan, et al.
Published: (2025)
by: Bao, Yuxuan, et al.
Published: (2025)
Multi-Hierarchical Surrogate Learning for Structural Dynamical Crash Simulations Using Graph Convolutional Neural Networks
by: Kneifl, Jonas, et al.
Published: (2024)
by: Kneifl, Jonas, et al.
Published: (2024)
Optimized Dynamic Mode Decomposition for Reconstruction and Forecasting of Atmospheric Chemistry Data
by: Velegar, Meghana, et al.
Published: (2024)
by: Velegar, Meghana, et al.
Published: (2024)
UQ-SHRED: uncertainty quantification of shallow recurrent decoder networks for sparse sensing via engression
by: Gao, Mars Liyao, et al.
Published: (2026)
by: Gao, Mars Liyao, et al.
Published: (2026)
SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning
by: Zolman, Nicholas, et al.
Published: (2024)
by: Zolman, Nicholas, et al.
Published: (2024)
Linear Recurrent Neural Networks as Time-Delay Embeddings
by: Ng, Fisher, et al.
Published: (2026)
by: Ng, Fisher, et al.
Published: (2026)
Cheap2Rich: A Multi-Fidelity Framework for Data Assimilation and System Identification of Multiscale Physics -- Rotating Detonation Engines
by: Bao, Yuxuan, et al.
Published: (2026)
by: Bao, Yuxuan, et al.
Published: (2026)
How deep is your network? Deep vs. shallow learning of transfer operators
by: Tabish, Mohammad, et al.
Published: (2025)
by: Tabish, Mohammad, et al.
Published: (2025)
Saddle Transport and Chaos in the Double Pendulum
by: Kaheman, Kadierdan, et al.
Published: (2022)
by: Kaheman, Kadierdan, et al.
Published: (2022)
Multiple recurrence without commutativity
by: Huang, Wen, et al.
Published: (2024)
by: Huang, Wen, et al.
Published: (2024)
On the dimension of pullback attractors in recurrent neural networks
by: Fadera, Muhammed
Published: (2025)
by: Fadera, Muhammed
Published: (2025)
Unsupervised multi-scale diagnostics
by: Lapo, Karl, et al.
Published: (2024)
by: Lapo, Karl, et al.
Published: (2024)
Explicit construction of recurrent neural networks effectively approximating discrete dynamical systems
by: Nakayama, Chikara, et al.
Published: (2024)
by: Nakayama, Chikara, et al.
Published: (2024)
Return time sets and product recurrence
by: Li, Jian, et al.
Published: (2024)
by: Li, Jian, et al.
Published: (2024)
The Lie algebraic structure of colored networks
by: Mokhtari, Fahimeh, et al.
Published: (2021)
by: Mokhtari, Fahimeh, et al.
Published: (2021)
Indistinguishability for recurrent clusters
by: Alami, Damis El, et al.
Published: (2025)
by: Alami, Damis El, et al.
Published: (2025)
On the control of recurrent neural networks using constant inputs
by: Tamekue, Cyprien, et al.
Published: (2024)
by: Tamekue, Cyprien, et al.
Published: (2024)
Generic extensions are recurrent for aperiodic probability automorphisms
by: Kozyreva, D. K., et al.
Published: (2025)
by: Kozyreva, D. K., et al.
Published: (2025)
Shrinking targets versus recurrence: the quantitative theory
by: Levesley, Jason, et al.
Published: (2024)
by: Levesley, Jason, et al.
Published: (2024)
PyDMD: A Python package for robust dynamic mode decomposition
by: Ichinaga, Sara M., et al.
Published: (2024)
by: Ichinaga, Sara M., et al.
Published: (2024)
A joint optimization approach to identifying sparse dynamics using least squares kernel collocation
by: Hsu, Alexander W., et al.
Published: (2025)
by: Hsu, Alexander W., et al.
Published: (2025)
Non-recurrent rational maps with disconnected Julia set
by: Gao, Yan, et al.
Published: (2025)
by: Gao, Yan, et al.
Published: (2025)
An inverse of Furstenberg's correspondence principle and applications to nice recurrence
by: Fish, Alexander, et al.
Published: (2024)
by: Fish, Alexander, et al.
Published: (2024)
The Experimental Multi-Arm Pendulum on a Cart: A Benchmark System for Chaos, Learning, and Control
by: Kaheman, Kadierdan, et al.
Published: (2022)
by: Kaheman, Kadierdan, et al.
Published: (2022)
Around Krygin-Atkinson, Shneiberg theorems, the recurrence with zero integrals
by: Ryzhikov, Valery V.
Published: (2024)
by: Ryzhikov, Valery V.
Published: (2024)
How noise affects memory in linear recurrent networks
by: Guan, JingChuan, et al.
Published: (2024)
by: Guan, JingChuan, et al.
Published: (2024)
Quantitative recurrence for Z-extension of three-dimensional Axiom A flows
by: Yassine, Nasab
Published: (2024)
by: Yassine, Nasab
Published: (2024)
Coarse chain recurrence, Morse graphs with finite errors, and persistence of circulations
by: Yokoyama, Tomoo
Published: (2025)
by: Yokoyama, Tomoo
Published: (2025)
Some real Rel trajectories in $\mathcal{H}(1,1)$ that are not recurrent
by: Ospina, Carlos
Published: (2024)
by: Ospina, Carlos
Published: (2024)
Strong Positive recurrence for potential and exponential mixing of equilibrium states of surface diffeomorphisms
by: Luo, Chiyi, et al.
Published: (2026)
by: Luo, Chiyi, et al.
Published: (2026)
Quantitative twisted recurrence properties for piecewise expanding maps on $[0,1]^d$
by: Li, Jiachang, et al.
Published: (2025)
by: Li, Jiachang, et al.
Published: (2025)
Similar Items
-
Data assimilation and discrepancy modeling with shallow recurrent decoders
by: Bao, Yuxuan, et al.
Published: (2025) -
Long Sequence Decoder Network for Mobile Sensing
by: Mei, Jiazhong, et al.
Published: (2024) -
Reservoir computing for system identification and predictive control with limited data
by: Williams, Jan P., et al.
Published: (2024) -
Mapping surface height dynamics to subsurface flow physics in free-surface turbulent flow using a shallow recurrent decoder
by: Moen, Kristoffer S., et al.
Published: (2025) -
Sparse identification of nonlinear dynamics and Koopman operators with Shallow Recurrent Decoder Networks
by: Gao, Mars Liyao, et al.
Published: (2025)