TwinLab: a framework for data-efficient training of non-intrusive reduced-order models for digital twins
Fuente:
arXiv
Saved in:
| Main Authors: | Kannapinn, Maximilian, Schäfer, Michael, Weeger, Oliver |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Digital twin inference from multi-physical simulation data of DED additive manufacturing processes with neural ODEs
by: Kannapinn, Maximilian, et al.
Published: (2024)
by: Kannapinn, Maximilian, et al.
Published: (2024)
Discrete nonlinear elastodynamics in a port-Hamiltonian framework
by: Kinon, Philipp L., et al.
Published: (2023)
by: Kinon, Philipp L., et al.
Published: (2023)
VENI, VINDy, VICI: a generative reduced-order modeling framework with uncertainty quantification
by: Conti, Paolo, et al.
Published: (2024)
by: Conti, Paolo, et al.
Published: (2024)
Port-Hamiltonian formulation and structure-preserving discretization of hyperelastic strings
by: Kinon, Philipp L., et al.
Published: (2023)
by: Kinon, Philipp L., et al.
Published: (2023)
On Path-based Marginal Cost of Heterogeneous Traffic Flow for General Networks
by: Liu, Jiachao, et al.
Published: (2026)
by: Liu, Jiachao, et al.
Published: (2026)
Mixed formulation and structure-preserving discretization of Cosserat rod dynamics in a port-Hamiltonian framework
by: Kinon, Philipp L., et al.
Published: (2025)
by: Kinon, Philipp L., et al.
Published: (2025)
Data-Driven Estimation of Failure Probabilities in Correlated Structure-Preserving Stochastic Power System Models
by: Zhao, Hongli, et al.
Published: (2024)
by: Zhao, Hongli, et al.
Published: (2024)
Nonlinear Spectral Modeling and Control of Soft-Robotic Muscles from Data
by: Bettini, Leonardo, et al.
Published: (2026)
by: Bettini, Leonardo, et al.
Published: (2026)
The Epistemic Support-Point Filter (ESPF): A Bounded Possibilistic Framework for Ordinal State Estimation
by: Jah, Moriba, et al.
Published: (2025)
by: Jah, Moriba, et al.
Published: (2025)
Data-Driven Nonlinear Model Reduction to Spectral Submanifolds via Oblique Projection
by: Bettini, Leonardo, et al.
Published: (2025)
by: Bettini, Leonardo, et al.
Published: (2025)
Reduced order modelling of Hopf bifurcations for the Navier-Stokes equations through invariant manifolds
by: Colombo, Alessio, et al.
Published: (2025)
by: Colombo, Alessio, et al.
Published: (2025)
Data-free Non-intrusive Model Reduction for Nonlinear Finite Element Models via Spectral Submanifolds
by: Li, Mingwu, et al.
Published: (2024)
by: Li, Mingwu, et al.
Published: (2024)
Lagrangian operator inference enhanced with structure-preserving machine learning for nonintrusive model reduction of mechanical systems
by: Sharma, Harsh, et al.
Published: (2024)
by: Sharma, Harsh, et al.
Published: (2024)
Discrete empirical interpolation in the tensor t-product framework
by: Chellappa, Sridhar, et al.
Published: (2024)
by: Chellappa, Sridhar, et al.
Published: (2024)
MBD-NODE: Physics-informed data-driven modeling and simulation of constrained multibody systems
by: Wang, Jingquan, et al.
Published: (2024)
by: Wang, Jingquan, et al.
Published: (2024)
Tracking before detection using partial orders and optimization
by: Robinson, Michael, et al.
Published: (2024)
by: Robinson, Michael, et al.
Published: (2024)
Circularity of Thermodynamical Material Networks: Indicators, Examples, and Algorithms
by: Zocco, Federico
Published: (2022)
by: Zocco, Federico
Published: (2022)
Data-Assisted Non-Intrusive Model Reduction for Forced Nonlinear Finite Elements Models
by: Cenedese, Mattia, et al.
Published: (2023)
by: Cenedese, Mattia, et al.
Published: (2023)
Fast Surrogate Models for Adaptive Aircraft Trajectory Prediction in En route Airspace
by: Pepper, Nick, et al.
Published: (2026)
by: Pepper, Nick, et al.
Published: (2026)
New parametric identification method for a preference model
by: Renaud, J, et al.
Published: (2024)
by: Renaud, J, et al.
Published: (2024)
Extreme Event Precursor Prediction in Turbulent Dynamical Systems via CNN-Augmented Recurrence Analysis
by: Agarwal, Rahul, et al.
Published: (2025)
by: Agarwal, Rahul, et al.
Published: (2025)
Weighted Flow Matching and Physics-Informed Nonlinear Filtering for Parameter Estimation in Digital Twins
by: Yanik, Yasar, et al.
Published: (2026)
by: Yanik, Yasar, et al.
Published: (2026)
Multi-Objective Optimization Algorithms for Energy Management Systems in Microgrids: A Control Strategy Based on a PHIL System
by: Islam, Saiful, et al.
Published: (2025)
by: Islam, Saiful, et al.
Published: (2025)
Model of an Open, Decentralized Computational Network with Incentive-Based Load Balancing
by: Rodikov, German
Published: (2025)
by: Rodikov, German
Published: (2025)
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)
Energy-based, geometric, and compositional formulation of fluid and plasma models
by: Lohmayer, Markus, et al.
Published: (2024)
by: Lohmayer, Markus, et al.
Published: (2024)
Higher order quantum reservoir computing for non-intrusive reduced-order models
by: Jain, Vinamr, et al.
Published: (2024)
by: Jain, Vinamr, et al.
Published: (2024)
Deceiving Flexibility: A Stealthy False Data Injection Model in Vehicle-to-Grid Coordination
by: Gun, Kaan T., et al.
Published: (2026)
by: Gun, Kaan T., et al.
Published: (2026)
Leveraging Blockchain and ANFIS for Optimal Supply Chain Management
by: Farhadi, Amirfarhad, et al.
Published: (2024)
by: Farhadi, Amirfarhad, et al.
Published: (2024)
Comparing Lazy Constraint Selection Strategies in Train Routing with Moving Block Control
by: Engels, Stefan, et al.
Published: (2024)
by: Engels, Stefan, et al.
Published: (2024)
Optimizing wheel loader performance -- an end-to-end approach
by: Aoshima, Koji, et al.
Published: (2025)
by: Aoshima, Koji, et al.
Published: (2025)
Arbitrage and the Stability of AMM Price Tracking
by: Li, Peihao, et al.
Published: (2026)
by: Li, Peihao, et al.
Published: (2026)
Enhanced Thermal Management in High-Temperature Applications: Design and Optimization of a Water-Cooled Forced Convection System in a Hollow Cuboid Vapour Chamber Using COMSOL and MATLAB
by: Colelough, brandon Curtis
Published: (2024)
by: Colelough, brandon Curtis
Published: (2024)
A Cost-Optimization Model for EV Charging Stations Utilizing Solar Energy and Variable Pricing
by: Nguyen, An, et al.
Published: (2025)
by: Nguyen, An, et al.
Published: (2025)
Partitioning Distribution Networks for Integrated Electrification Planning
by: Oladeji, Olamide, et al.
Published: (2024)
by: Oladeji, Olamide, et al.
Published: (2024)
Design Tasks and Their Complexity for the European Train Control System with Hybrid Train Detection
by: Engels, Stefan, et al.
Published: (2023)
by: Engels, Stefan, et al.
Published: (2023)
How much can we save? Upper bound cost and emissions benefits from commercial and industrial load flexibility
by: Rao, Akshay K., et al.
Published: (2025)
by: Rao, Akshay K., et al.
Published: (2025)
Offshore Wind Turbine Tower Design and Optimization: A Review and AI-Driven Future Directions
by: Ribeiro, João Alves, et al.
Published: (2024)
by: Ribeiro, João Alves, et al.
Published: (2024)
Expected Revenue, Risk, and Grid Impact of Bitcoin Mining: A Decision-Theoretic Perspective
by: Cai, Yuting, et al.
Published: (2025)
by: Cai, Yuting, et al.
Published: (2025)
NeuRehab: A Reinforcement Learning and Spiking Neural Network-Based Rehab Automation Framework
by: Kambhampati, Phani Pavan, et al.
Published: (2025)
by: Kambhampati, Phani Pavan, et al.
Published: (2025)
Similar Items
-
Digital twin inference from multi-physical simulation data of DED additive manufacturing processes with neural ODEs
by: Kannapinn, Maximilian, et al.
Published: (2024) -
Discrete nonlinear elastodynamics in a port-Hamiltonian framework
by: Kinon, Philipp L., et al.
Published: (2023) -
VENI, VINDy, VICI: a generative reduced-order modeling framework with uncertainty quantification
by: Conti, Paolo, et al.
Published: (2024) -
Port-Hamiltonian formulation and structure-preserving discretization of hyperelastic strings
by: Kinon, Philipp L., et al.
Published: (2023) -
On Path-based Marginal Cost of Heterogeneous Traffic Flow for General Networks
by: Liu, Jiachao, et al.
Published: (2026)