Enabling Local Neural Operators to perform Equation-Free System-Level Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Fabiani, Gianluca, Vandecasteele, Hannes, Goswami, Somdatta, Siettos, Constantinos, Kevrekidis, Ioannis G. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Causal Portfolio Optimization: Principles and Sensitivity-Based Solutions
by: Dominguez, Alejandro Rodriguez
Published: (2025)
by: Dominguez, Alejandro Rodriguez
Published: (2025)
Causal PDE-Control Models for Dynamic Portfolio Optimization with Latent Drivers
by: Dominguez, Alejandro Rodriguez
Published: (2025)
by: Dominguez, Alejandro Rodriguez
Published: (2025)
Invariant Manifolds of Discrete-time Dynamical Systems with Nonlinear Exosystems via Hybrid Physics-Informed Neural Networks
by: Patsatzis, Dimitrios G., et al.
Published: (2025)
by: Patsatzis, Dimitrios G., et al.
Published: (2025)
Challenges in automatic differentiation and numerical integration in physics-informed neural networks modelling
by: Daněk, Josef, et al.
Published: (2024)
by: Daněk, Josef, et al.
Published: (2024)
Homotopy continuation of viscoelastic waveguide dispersion curves: from intra-manifold tracking to inter-manifold transport
by: Xiao, Dong, et al.
Published: (2026)
by: Xiao, Dong, et al.
Published: (2026)
Black-Scholes Model, comparison between Analytical Solution and Numerical Analysis
by: Romaggi, Francesco
Published: (2025)
by: Romaggi, Francesco
Published: (2025)
Model Reduction of a Flexible Nonsmooth Oscillator Recovers its Entire Bifurcation Structure
by: Bhattacharyya, Suparno, et al.
Published: (2023)
by: Bhattacharyya, Suparno, et al.
Published: (2023)
A Flight-Mechanics Solver for Aircraft Inverse Simulations and Application to 3D Mirage-III Maneuver
by: Marzouk, Osama A.
Published: (2024)
by: Marzouk, Osama A.
Published: (2024)
RANDSMAPs: Random-Feature/multi-Scale Neural Decoders with Mass Preservation
by: Patsatzis, Dimitrios G., et al.
Published: (2026)
by: Patsatzis, Dimitrios G., et al.
Published: (2026)
Numerical Solution of Mixed-Dimensional PDEs Using a Neural Preconditioner
by: Dimola, Nunzio, et al.
Published: (2025)
by: Dimola, Nunzio, et al.
Published: (2025)
Sparse Identification for bifurcating phenomena in Computational Fluid Dynamics
by: Tomada, Lorenzo, et al.
Published: (2025)
by: Tomada, Lorenzo, et al.
Published: (2025)
Accelerating wave simulations with neural dispersion correctors
by: Rincón, Felipe, et al.
Published: (2025)
by: Rincón, Felipe, et al.
Published: (2025)
Residual-Informed Learning of Solutions to Algebraic Loops
by: Brandt, Felix, et al.
Published: (2025)
by: Brandt, Felix, et al.
Published: (2025)
Do Inner Greenland's Melt Rate Dynamics Approach Coastal Ones?
by: Heßler, Martin, et al.
Published: (2024)
by: Heßler, Martin, et al.
Published: (2024)
Next Generation Equation-Free Multiscale Modelling of Crowd Dynamics via Machine Learning
by: Alvarez, Hector Vargas, et al.
Published: (2025)
by: Alvarez, Hector Vargas, et al.
Published: (2025)
Dynamics of systems with varying number of particles: from Liouville equations to general master equations for open systems
by: del Razo, Mauricio J., et al.
Published: (2024)
by: del Razo, Mauricio J., et al.
Published: (2024)
Finite elements for Matérn-type random fields: Uncertainty in computational mechanics and design optimization
by: Duswald, Tobias, et al.
Published: (2024)
by: Duswald, Tobias, et al.
Published: (2024)
Optimal error analysis of a non-uniform IMEX-L1 finite element method for time fractional PDEs and PIDEs
by: Tomar, Aditi, et al.
Published: (2023)
by: Tomar, Aditi, et al.
Published: (2023)
Proposed 2MW Wind Turbine for Use in the Governorate of Dhofar at the Sultanate of Oman
by: Marzouk, Osama Ahmed, et al.
Published: (2025)
by: Marzouk, Osama Ahmed, et al.
Published: (2025)
Technological foundations of management decision-making in the reconstruction of complex gas pipeline system
by: Aliyev, Ilgar Giyas oglu
Published: (2025)
by: Aliyev, Ilgar Giyas oglu
Published: (2025)
On Geometric Evolution and Microlocal Regularity of the Navier-Stokes Equations
by: Sacasa-Céspedes, Sebastián Alí
Published: (2026)
by: Sacasa-Céspedes, Sebastián Alí
Published: (2026)
Physics-Informed Learning of Microvascular Flow Models using Graph Neural Networks
by: Botta, Paolo, et al.
Published: (2025)
by: Botta, Paolo, et al.
Published: (2025)
Data-driven linear solver selection and performance tuning for multiphysics simulations in porous media
by: Zabegaev, Yury, et al.
Published: (2025)
by: Zabegaev, Yury, et al.
Published: (2025)
Dynamic Hybrid Modeling: Incremental Identification and Model Predictive Control
by: Caspari, Adrian, et al.
Published: (2025)
by: Caspari, Adrian, et al.
Published: (2025)
Magneto-thermally Coupled Field Simulation of Homogenized Foil Winding Models
by: Weinert, Silas, et al.
Published: (2025)
by: Weinert, Silas, et al.
Published: (2025)
4D-Var using Hessian approximation and backpropagation applied to automatically-differentiable numerical and machine learning models
by: Solvik, Kylen, et al.
Published: (2024)
by: Solvik, Kylen, et al.
Published: (2024)
A Lindblad-Pauli Framework for Coarse-Grained Chaotic Binary-State Dynamics
by: Qiu, Yicong, et al.
Published: (2025)
by: Qiu, Yicong, et al.
Published: (2025)
Learning-guided Kansa collocation for forward and inverse PDEs beyond linearity
by: Hu, Zheyuan, et al.
Published: (2026)
by: Hu, Zheyuan, et al.
Published: (2026)
Optimal gas withdrawal strategy in reconstructed ring-type pipelines under unsteady flow conditions
by: Aliyev, I. G., et al.
Published: (2025)
by: Aliyev, I. G., et al.
Published: (2025)
Implementation techniques for multigrid solvers for high-order Discontinuous Galerkin methods
by: Baccas, Sean, et al.
Published: (2025)
by: Baccas, Sean, et al.
Published: (2025)
Extended Thermodynamic and Mechanical Evolution Criterion for Fluids
by: Hochberg, David, et al.
Published: (2024)
by: Hochberg, David, et al.
Published: (2024)
Transformer self-attention encoder-decoder with multimodal deep learning for response time series forecasting and digital twin support in wind structural health monitoring
by: Zhou, Feiyu, et al.
Published: (2026)
by: Zhou, Feiyu, et al.
Published: (2026)
Estimation of uncertainties in the density driven flow in fractured porous media using MLMC
by: Logashenko, Dmitry, et al.
Published: (2024)
by: Logashenko, Dmitry, et al.
Published: (2024)
InvSim algorithm for pre-computing airplane flight controls in limited-range autonomous missions, and demonstration via double-roll maneuver of Mirage III fighters
by: Marzouk, Osama A.
Published: (2025)
by: Marzouk, Osama A.
Published: (2025)
IGA-ODIL: Optimizing DIscretre robust Loss with Isogeometric Analysis to solve forward and inverse problems faster using machine learning tools
by: Paszyński, Maciej, et al.
Published: (2026)
by: Paszyński, Maciej, et al.
Published: (2026)
Tensor-Train Operator Inference
by: Danis, Engin, et al.
Published: (2025)
by: Danis, Engin, et al.
Published: (2025)
A semi-Lagrangian method for the direct numerical simulation of crystallization and precipitation at the pore scale
by: Perez, Sarah, et al.
Published: (2024)
by: Perez, Sarah, et al.
Published: (2024)
Uncertainty quantification in the Henry problem using the multilevel Monte Carlo method
by: Logashenko, Dmitry, et al.
Published: (2024)
by: Logashenko, Dmitry, et al.
Published: (2024)
Efficient simulation of mixed boundary value problems and conformal mappings
by: Han, Qiansheng, et al.
Published: (2023)
by: Han, Qiansheng, et al.
Published: (2023)
A Semismooth Newton Solver and its application to an $hp$-FE Discretization in Elastoplasticity
by: Bammer, Patrick, et al.
Published: (2025)
by: Bammer, Patrick, et al.
Published: (2025)
Similar Items
-
Causal Portfolio Optimization: Principles and Sensitivity-Based Solutions
by: Dominguez, Alejandro Rodriguez
Published: (2025) -
Causal PDE-Control Models for Dynamic Portfolio Optimization with Latent Drivers
by: Dominguez, Alejandro Rodriguez
Published: (2025) -
Invariant Manifolds of Discrete-time Dynamical Systems with Nonlinear Exosystems via Hybrid Physics-Informed Neural Networks
by: Patsatzis, Dimitrios G., et al.
Published: (2025) -
Challenges in automatic differentiation and numerical integration in physics-informed neural networks modelling
by: Daněk, Josef, et al.
Published: (2024) -
Homotopy continuation of viscoelastic waveguide dispersion curves: from intra-manifold tracking to inter-manifold transport
by: Xiao, Dong, et al.
Published: (2026)