Hybrid Physics-Data Enrichments to Represent Uncertainty in Reduced Gas-Surface Chemistry Models for Hypersonic Flight
Fuente:
arXiv
Saved in:
| Main Authors: | Bandy, Rileigh, Morrison, Rebecca, Mussoni, Erin, Portone, Teresa |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Inference in the presence of model-form uncertainties: Leveraging a prediction-oriented approach to improve uncertainty characterization
by: White, Rebekah, et al.
Published: (2026)
by: White, Rebekah, et al.
Published: (2026)
Accurate and Reliable Uncertainty Estimates for Deterministic Predictions Extensions to Under and Overpredictions
by: Bandy, Rileigh, et al.
Published: (2026)
by: Bandy, Rileigh, et al.
Published: (2026)
equilibrium-c: A Lightweight Modern Equilibrium Chemistry Calculator for Hypersonic Flow Applications
by: Gibbons, Nicholas N.
Published: (2024)
by: Gibbons, Nicholas N.
Published: (2024)
Quantifying model prediction sensitivity to model-form uncertainty
by: Portone, Teresa, et al.
Published: (2025)
by: Portone, Teresa, et al.
Published: (2025)
Uncertainty-Aware Calculation of Analytical Gradients of Matrix-Interpolatory Reduced-Order Models for Efficient Structural Optimization
by: Warzecha, Marcel, et al.
Published: (2026)
by: Warzecha, Marcel, et al.
Published: (2026)
Nonlinear Model Order Reduction for Coupled Aeroelastic-Flight Dynamic Systems
by: Tantaroudas, Nikolaos D., et al.
Published: (2026)
by: Tantaroudas, Nikolaos D., et al.
Published: (2026)
Modeling Batch Crystallization under Uncertainty Using Physics-informed Machine Learning
by: Nai, Dingqi, et al.
Published: (2026)
by: Nai, Dingqi, et al.
Published: (2026)
A Multiscale Fracture Model using Peridynamic Enrichment of Finite Elements within an Adaptive Partition of Unity: Experimental Validation
by: Birner, Matthias, et al.
Published: (2024)
by: Birner, Matthias, et al.
Published: (2024)
Data-Driven Information Extraction and Enrichment of Molecular Profiling Data for Cancer Cell Lines
by: Smith, Ellery, et al.
Published: (2023)
by: Smith, Ellery, et al.
Published: (2023)
Nonlinear Flexibility Effects on Flight Dynamics of High-Aspect-Ratio Wings
by: Tantaroudas, Nikolaos D., et al.
Published: (2026)
by: Tantaroudas, Nikolaos D., et al.
Published: (2026)
Mixing Data-Driven and Physics-Based Constitutive Models using Uncertainty-Driven Phase Fields
by: Storm, J., et al.
Published: (2025)
by: Storm, J., et al.
Published: (2025)
Integrating Physics and Data-Driven Approaches: An Explainable and Uncertainty-Aware Hybrid Model for Wind Turbine Power Prediction
by: Gijón, Alfonso, et al.
Published: (2025)
by: Gijón, Alfonso, et al.
Published: (2025)
A Spatio-Temporal Approach with Self-Corrective Causal Inference for Flight Delay Prediction
by: Zhu, Qihui, et al.
Published: (2024)
by: Zhu, Qihui, et al.
Published: (2024)
Chem3DLLM: 3D Multimodal Large Language Models for Chemistry
by: Jiang, Lei, et al.
Published: (2025)
by: Jiang, Lei, et al.
Published: (2025)
AdaField: Generalizable Surface Pressure Modeling with Physics-Informed Pre-training and Flow-Conditioned Adaptation
by: Zou, Junhong, et al.
Published: (2026)
by: Zou, Junhong, et al.
Published: (2026)
A coupled Aeroelastic-Flight Dynamic Framework for Free-Flying Flexible Aircraft with Gust Interactions
by: Tantaroudas, Nikolaos D., et al.
Published: (2026)
by: Tantaroudas, Nikolaos D., et al.
Published: (2026)
A Physics-Aware Variational Graph Autoencoder for Joint Modal Identification with Uncertainty Quantification
by: Nath, Bhargav, et al.
Published: (2026)
by: Nath, Bhargav, et al.
Published: (2026)
Modeling Methane Intensity of Oil and Gas Upstream Activities by Production Profile
by: Peyle, Quentin, et al.
Published: (2024)
by: Peyle, Quentin, et al.
Published: (2024)
Quantum Optimization for Electromagnetics: Physics-Informed QAOA for Reconfigurable Intelligent Surfaces
by: Pasquale, Marco, et al.
Published: (2026)
by: Pasquale, Marco, et al.
Published: (2026)
AGISim, An Open Source Airborne Gimbal Mounted IMU Signal Simulator Considering Flight Dynamics Model
by: Kazemi, Alireza, et al.
Published: (2024)
by: Kazemi, Alireza, et al.
Published: (2024)
Towards a Hybrid Digital Twin: Physics-Informed Neural Networks as Surrogate Model of a Reinforced Concrete Beam
by: Sahin, Tarik, et al.
Published: (2024)
by: Sahin, Tarik, et al.
Published: (2024)
CarAT: Carbon Atom Tracing across Industrial Chemical Value Chains via Chemistry Language Models
by: Pajak, Emma, et al.
Published: (2025)
by: Pajak, Emma, et al.
Published: (2025)
Hybrid Machine Learning and Physical Modeling of Feedstock Deformation During Robotic 3D Printing of Continuous Fiber Thermoplastic Composites
by: Ghnatios, Chady, et al.
Published: (2026)
by: Ghnatios, Chady, et al.
Published: (2026)
Reduced and All-at-Once Approaches for Model Calibration and Discovery in Computational Solid Mechanics
by: Römer, Ulrich, et al.
Published: (2024)
by: Römer, Ulrich, et al.
Published: (2024)
First Steps towards Categorical Algebraic Artificial Chemistry
by: Pratt-Johns, Joe, et al.
Published: (2026)
by: Pratt-Johns, Joe, et al.
Published: (2026)
Accelerated Patient-Specific Hemodynamic Simulations with Hybrid Physics-Based Neural Surrogates
by: Rubio, Natalia L., et al.
Published: (2026)
by: Rubio, Natalia L., et al.
Published: (2026)
Exact Conditional Score-Guided Generative Modeling for Amortized Inference in Uncertainty Quantification
by: Zhang, Zezhong, et al.
Published: (2025)
by: Zhang, Zezhong, et al.
Published: (2025)
Lattice-Boltzmann-Driven Physics-Informed Neural Networks for Droplet Wettability on Rough Surfaces
by: Meshram, Ganesh Sahadeo, et al.
Published: (2026)
by: Meshram, Ganesh Sahadeo, et al.
Published: (2026)
Predicting Gas Well Performance with Decline Curve Analysis: A Case Study on Semutang Gas Field
by: Rahaman, Md. Shakil, et al.
Published: (2025)
by: Rahaman, Md. Shakil, et al.
Published: (2025)
Parameter Estimation in River Transport Models With Immobile Phase Exchange Using Dimensional Analysis and Reduced-Order Models
by: Reyna, Manuel M., et al.
Published: (2025)
by: Reyna, Manuel M., et al.
Published: (2025)
Stochastic Deep Learning Surrogate Models for Uncertainty Propagation in Microstructure-Properties of Ceramic Aerogels
by: Islam, Md Azharul, et al.
Published: (2025)
by: Islam, Md Azharul, et al.
Published: (2025)
Rapid Worst-Case Gust Identification for Very Flexible Aircraft Using Reduced-Order Models
by: Tantaroudas, Nikolaos D., et al.
Published: (2026)
by: Tantaroudas, Nikolaos D., et al.
Published: (2026)
A Reduced Order Model conditioned on monitoring features for estimation and uncertainty quantification in engineered systems
by: Vlachas, Konstantinos, et al.
Published: (2024)
by: Vlachas, Konstantinos, et al.
Published: (2024)
Physics Informed Neural Networks for Modeling of 3D Flow-Thermal Problems with Sparse Domain Data
by: Bhatnagar, Saakaar, et al.
Published: (2023)
by: Bhatnagar, Saakaar, et al.
Published: (2023)
Multi-Physics Inverse Design of Varifocal Optical Devices using Data-Driven Surrogates and Differential Modeling
by: Jin, Zeqing, et al.
Published: (2025)
by: Jin, Zeqing, et al.
Published: (2025)
Representative Volume Element: Existence and Extent in Cracked Heterogeneous Medium
by: R, Hari Sankar, et al.
Published: (2025)
by: R, Hari Sankar, et al.
Published: (2025)
TrustTrade: Human-Inspired Selective Consensus Reduces Decision Uncertainty in LLM Trading Agents
by: Li, Minghan, et al.
Published: (2026)
by: Li, Minghan, et al.
Published: (2026)
SeisGPT: A Physics-Informed Data-Driven Large Model for Real-Time Seismic Response Prediction
by: Meng, Shiqiao, et al.
Published: (2024)
by: Meng, Shiqiao, et al.
Published: (2024)
An Uncertainty-Aware Data-Driven Predictive Controller for Hybrid Power Plants
by: Desai, Manavendra, et al.
Published: (2025)
by: Desai, Manavendra, et al.
Published: (2025)
Intrusive and Non-Intrusive Model Order Reduction for Airborne Contaminant Transport: Comparative Analysis and Uncertainty Quantification
by: Kühn, Lisa, et al.
Published: (2026)
by: Kühn, Lisa, et al.
Published: (2026)
Similar Items
-
Inference in the presence of model-form uncertainties: Leveraging a prediction-oriented approach to improve uncertainty characterization
by: White, Rebekah, et al.
Published: (2026) -
Accurate and Reliable Uncertainty Estimates for Deterministic Predictions Extensions to Under and Overpredictions
by: Bandy, Rileigh, et al.
Published: (2026) -
equilibrium-c: A Lightweight Modern Equilibrium Chemistry Calculator for Hypersonic Flow Applications
by: Gibbons, Nicholas N.
Published: (2024) -
Quantifying model prediction sensitivity to model-form uncertainty
by: Portone, Teresa, et al.
Published: (2025) -
Uncertainty-Aware Calculation of Analytical Gradients of Matrix-Interpolatory Reduced-Order Models for Efficient Structural Optimization
by: Warzecha, Marcel, et al.
Published: (2026)