Constantinos Siettos
Scholar

Constantinos Siettos

Google Scholar ID: drKx6k4AAAAJ
Department of Mathematics and Applications, University of Naples Federico II
Numerical AnalysisMachine LearningDynamical SystemsData MiningComplex Systems
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Citations & Impact
All-time
Citations
3,633
 
H-index
23
 
i10-index
53
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
Publications
8 items
Learning Contractive Integral Operators with Fredholm Integral Neural Operators
2026
Cited
0
Stability and Bifurcation Analysis of Nonlinear PDEs via Random Projection-based PINNs: A Krylov-Arnoldi Approach
2026
Cited
0
HEATNETs: Explainable Random Feature Neural Networks for High-Dimensional Parabolic PDEs
2025
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0
Equation-Free Coarse Control of Distributed Parameter Systems via Local Neural Operators
2025
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0
Next Generation Equation-Free Multiscale Modelling of Crowd Dynamics via Machine Learning
2025
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0
Fredholm Neural Networks for forward and inverse problems in elliptic PDEs
2025
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0
A Hybrid Neural Network -- Polynomial Series Scheme for Learning Invariant Manifolds of Discrete Dynamical Systems
2025
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0
Enabling Local Neural Operators to perform Equation-Free System-Level Analysis
2025
Cited
0
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)