AB-UPT: Scaling Neural CFD Surrogates for High-Fidelity Automotive Aerodynamics Simulations via Anchored-Branched Universal Physics Transformers
Fuente:
arXiv
Guardado en:
| Autores principales: | Alkin, Benedikt, Bleeker, Maurits, Kurle, Richard, Kronlachner, Tobias, Sonnleitner, Reinhard, Dorfer, Matthias, Brandstetter, Johannes |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
AB-UPT for Automotive and Aerospace Applications
por: Alkin, Benedikt, et al.
Publicado: (2025)
por: Alkin, Benedikt, et al.
Publicado: (2025)
Going with the Speed of Sound: Pushing Neural Surrogates into Highly-turbulent Transonic Regimes
por: Paischer, Fabian, et al.
Publicado: (2025)
por: Paischer, Fabian, et al.
Publicado: (2025)
NeuralDEM -- Real-time Simulation of Industrial Particulate Flows
por: Alkin, Benedikt, et al.
Publicado: (2024)
por: Alkin, Benedikt, et al.
Publicado: (2024)
Towards Multi-Fidelity Scaling Laws of Neural Surrogates in CFD
por: Setinek, Paul, et al.
Publicado: (2025)
por: Setinek, Paul, et al.
Publicado: (2025)
Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators
por: Alkin, Benedikt, et al.
Publicado: (2024)
por: Alkin, Benedikt, et al.
Publicado: (2024)
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations
por: Alkin, Benedikt, et al.
Publicado: (2024)
por: Alkin, Benedikt, et al.
Publicado: (2024)
Vision-LSTM: xLSTM as Generic Vision Backbone
por: Alkin, Benedikt, et al.
Publicado: (2024)
por: Alkin, Benedikt, et al.
Publicado: (2024)
Autoregressive deep learning for real-time simulation of soft tissue dynamics during virtual neurosurgery
por: Greifeneder, Fabian, et al.
Publicado: (2026)
por: Greifeneder, Fabian, et al.
Publicado: (2026)
RETO: A Rotary-Enhanced Transformer Operator for High-Fidelity Prediction of Automotive Aerodynamics
por: Zhang, Bojun, et al.
Publicado: (2026)
por: Zhang, Bojun, et al.
Publicado: (2026)
Adapting Automotive Aerodynamics Surrogates to New Vehicle Families via Transfer Learning
por: Keum, Seunghwan, et al.
Publicado: (2026)
por: Keum, Seunghwan, et al.
Publicado: (2026)
WindsorML: High-Fidelity Computational Fluid Dynamics Dataset For Automotive Aerodynamics
por: Ashton, Neil, et al.
Publicado: (2024)
por: Ashton, Neil, et al.
Publicado: (2024)
Faster by Design: Interactive Aerodynamics via Neural Surrogates Trained on Expert-Validated CFD
por: Thumiger, Nicholas, et al.
Publicado: (2026)
por: Thumiger, Nicholas, et al.
Publicado: (2026)
Stabilizing Test-Time Adaptation of High-Dimensional Simulation Surrogates via D-Optimal Statistics
por: Zimmel, Anna, et al.
Publicado: (2026)
por: Zimmel, Anna, et al.
Publicado: (2026)
Demonstrating and Reducing Shortcuts in Vision-Language Representation Learning
por: Bleeker, Maurits, et al.
Publicado: (2024)
por: Bleeker, Maurits, et al.
Publicado: (2024)
5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence
por: Galletti, Gianluca, et al.
Publicado: (2025)
por: Galletti, Gianluca, et al.
Publicado: (2025)
GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations
por: Paischer, Fabian, et al.
Publicado: (2025)
por: Paischer, Fabian, et al.
Publicado: (2025)
A Benchmarking Framework for AI models in Automotive Aerodynamics
por: Tangsali, Kaustubh, et al.
Publicado: (2025)
por: Tangsali, Kaustubh, et al.
Publicado: (2025)
CarBench: A Comprehensive Benchmark for Neural Surrogates on High-Fidelity 3D Car Aerodynamics
por: Elrefaie, Mohamed, et al.
Publicado: (2025)
por: Elrefaie, Mohamed, et al.
Publicado: (2025)
Anchored-Branched Steady-state WInd Flow Transformer (AB-SWIFT): a metamodel for 3D atmospheric flow in urban environments
por: de Villeroché, Armand, et al.
Publicado: (2026)
por: de Villeroché, Armand, et al.
Publicado: (2026)
SMART: Scalable Mesh-free Aerodynamic Simulations from Raw Geometries using a Transformer-based Surrogate Model
por: Hagnberger, Jan, et al.
Publicado: (2026)
por: Hagnberger, Jan, et al.
Publicado: (2026)
SIMSHIFT: A Benchmark for Adapting Neural Surrogates to Distribution Shifts
por: Setinek, Paul, et al.
Publicado: (2025)
por: Setinek, Paul, et al.
Publicado: (2025)
Higher Hardness Results for the Reconfiguration of Odd Matchings
por: Dorfer, Joseph
Publicado: (2026)
por: Dorfer, Joseph
Publicado: (2026)
Flip Distance of Triangulations of Convex Polygons / Rotation Distance of Binary Trees is NP-complete
por: Dorfer, Joseph
Publicado: (2026)
por: Dorfer, Joseph
Publicado: (2026)
Creating connections to maximize the mobilization of ecological knowledge into effective practice
por: Carolyn M. Kurle
Publicado: (2024)
por: Carolyn M. Kurle
Publicado: (2024)
Central limit theorems for random boundary polytopes
por: Reitzner, Matthias, et al.
Publicado: (2025)
por: Reitzner, Matthias, et al.
Publicado: (2025)
DrivAerStar: An Industrial-Grade CFD Dataset for Vehicle Aerodynamic Optimization
por: Qiu, Jiyan, et al.
Publicado: (2025)
por: Qiu, Jiyan, et al.
Publicado: (2025)
Interpreting CFD Surrogates through Sparse Autoencoders
por: Hu, Yeping, et al.
Publicado: (2025)
por: Hu, Yeping, et al.
Publicado: (2025)
Meltdown: Circuits and Bifurcations in Point-Cloud-Conditioned 3D Diffusion Transformers
por: Plattner, Maximilian, et al.
Publicado: (2026)
por: Plattner, Maximilian, et al.
Publicado: (2026)
Comparative Aerodynamic Analysis and Parallel Performance of 2D CFD Simulations of a VAWT Using Sliding Mesh Interface Method
por: Hüseyin Can Önel, et al.
Publicado: (2025)
por: Hüseyin Can Önel, et al.
Publicado: (2025)
Zevende bijdrage tot de kennis der ichthyologische fauna van Ternate
por: Bleeker, P. (Pieter)
Publicado: (1856)
por: Bleeker, P. (Pieter)
Publicado: (1856)
Faunae ichthyologicae Javae insularumque adjacentium genera et species novae
por: Bleeker, P. (Pieter)
Publicado: (1851)
por: Bleeker, P. (Pieter)
Publicado: (1851)
A Closed-Loop Multi-Agent Framework for Aerodynamics-Aware Automotive Styling Design
por: Jin, Xinyu, et al.
Publicado: (2025)
por: Jin, Xinyu, et al.
Publicado: (2025)
Thermal Management of Automotive Brake Discs: A Computational Fluid Dynamic Approach to Aerodynamic Cooling
por: Mohamed Ben Jamel Haddar, et al.
Publicado: (2026)
por: Mohamed Ben Jamel Haddar, et al.
Publicado: (2026)
Critical Sources of Aerodynamic Resistance in a Medium Distance Urban Train: a CFD approach
por: Andrés F. Tabares
Publicado: (2013)
por: Andrés F. Tabares
Publicado: (2013)
A Multi-fidelity Double-Delta Wing Dataset and Empirical Scaling Laws for GNN-based Aerodynamic Field Surrogate
por: Shen, Yiren, et al.
Publicado: (2025)
por: Shen, Yiren, et al.
Publicado: (2025)
A Mixture of Experts Gating Network for Enhanced Surrogate Modeling in External Aerodynamics
por: Nabian, Mohammad Amin, et al.
Publicado: (2025)
por: Nabian, Mohammad Amin, et al.
Publicado: (2025)
A Linear Time Algorithm for Finding Minimum Flip Sequences between Plane Spanning Paths in Convex Point Sets
por: Aichholzer, Oswin, et al.
Publicado: (2025)
por: Aichholzer, Oswin, et al.
Publicado: (2025)
On winding numbers of almost embeddings of $K_4$ in the plane
por: Alkin, Emil, et al.
Publicado: (2025)
por: Alkin, Emil, et al.
Publicado: (2025)
Using Evaluations: Does Evaluation Make a Difference? Volume 76, Sage Library of Social Research.
por: Alkin, Marvin C., et al.
por: Alkin, Marvin C., et al.
Flexible Automotive Power Management
por: Schürmann, Tobias
Publicado: (2025)
por: Schürmann, Tobias
Publicado: (2025)
Ejemplares similares
-
AB-UPT for Automotive and Aerospace Applications
por: Alkin, Benedikt, et al.
Publicado: (2025) -
Going with the Speed of Sound: Pushing Neural Surrogates into Highly-turbulent Transonic Regimes
por: Paischer, Fabian, et al.
Publicado: (2025) -
NeuralDEM -- Real-time Simulation of Industrial Particulate Flows
por: Alkin, Benedikt, et al.
Publicado: (2024) -
Towards Multi-Fidelity Scaling Laws of Neural Surrogates in CFD
por: Setinek, Paul, et al.
Publicado: (2025) -
Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators
por: Alkin, Benedikt, et al.
Publicado: (2024)