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Home/Authors/Ajay Seth

Ajay Seth

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
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Publications per year

1
26

Top categories

Systems and Control×1ML×1

Frequent co-authors

Ruiyuan Li1×
Manon Kok1×

Research Timeline

2026
Physics-Guided Recurrent State-Space Neural Networks for Multi-Step Prediction

The paper proposes PG-RSSNN, a physics-guided recurrent state-space neural network that improves multi-step prediction stability and accuracy compared to both pure black-box and pure physics models, especially with limited data.

Highlighted terms show continued research focus across papers

Papers

eess.SYcs.LGRecentJun 1, 2026

Physics-Guided Recurrent State-Space Neural Networks for Multi-Step Prediction

Ruiyuan Li, Ajay Seth, Manon Kok

The paper proposes PG-RSSNN, a physics-guided recurrent state-space neural network that improves multi-step prediction stability and accuracy compared to both pure black-box and pure physics models, e…

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