Copertina

A Preliminary Assessment of Coding Agents for CFD Workflows

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Xiao, Ke, Zhang, Haoze, Xu, Yangchen, Mao, Runze, Li, Han, Chen, Zhi X.
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Fluid Dynamics
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Towards LLM-enabled autonomous combustion research: A literature-aware agent for self-corrective modeling workflows
di: Xiao, Ke, et al.
Pubblicazione: (2026)

Enhancing deep learning of ammonia/natural gas combustion kinetics via physics-aware data augmentation and scale separation
di: Xiao, Ke, et al.
Pubblicazione: (2025)

Graphics Processing Unit/Artificial Neural Network-accelerated large-eddy simulation of turbulent combustion: Application to swirling premixed flames
di: Zhang, Min, et al.
Pubblicazione: (2024)

A Workflow for Utilizing OpenFOAM Data Structure in Physics-Informed Deep Learning Training
di: Mao, Yijin, et al.
Pubblicazione: (2024)

Mesh-Agnostic Decoders for Supercritical Airfoil Prediction and Inverse Design
di: Li, Runze, et al.
Pubblicazione: (2024)

Fast buffet onset prediction and optimization method based on a pre-trained flowfield prediction model
di: Yang, Yunjia, et al.
Pubblicazione: (2024)

Machine Learning Techniques for Data Reduction of CFD Applications
di: Lee, Jaemoon, et al.
Pubblicazione: (2024)

Importance of the numerical schemes in the CFD of the human nose
di: Schillaci, Andrea, et al.
Pubblicazione: (2025)

Hierarchical Iterative Method in CFD Numerical Solution
di: Meng, Dehong, et al.
Pubblicazione: (2026)

A Coupled CFD Framework for Combustor Turbine Interaction in a Research Aeroengine
di: Presti, Federico Lo, et al.
Pubblicazione: (2025)

A general kinematic theory of fluid-element rotation and intrinsic vorticity decompositions
di: Chen, Tao, et al.
Pubblicazione: (2025)

CFD analysis of microfluidic droplet formation in non-Newtonian liquid
di: Sontti, Somasekhara Goud, et al.
Pubblicazione: (2025)

MetaOpenFOAM: an LLM-based multi-agent framework for CFD
di: Chen, Yuxuan, et al.
Pubblicazione: (2024)

Tunneling in a Lorenz-like model for an active wave-particle entity
di: Xu, Runze, et al.
Pubblicazione: (2024)

Reconstruction and fast prediction of a 3D flow field based on a variational autoencoder
di: Liu, Gongyan, et al.
Pubblicazione: (2023)

A filter-dependent granular temperature model from large-scale CFD-DEM data
di: Rosenberg, Lee, et al.
Pubblicazione: (2025)

Computational fluid dynamics (CFD) simulation of three-phase non-Newtonian slurry flows in industrial horizontal pipelines
di: Sadeghi, Mohsen, et al.
Pubblicazione: (2022)

Divergence-aware adaptive prediction framework for accelerating CFD simulations of unsteady flows
di: Zou, Xiangrui, et al.
Pubblicazione: (2026)

CFD study of particle back-flow in pneumatic conveying systems due to triboelectrification
di: Obukohwo, Otome, et al.
Pubblicazione: (2026)

Multilevel radial basis function surrogates for noise-robust DSMC-CFD coupling
di: Kamal, Arshad, et al.
Pubblicazione: (2026)

CFD study on Taylor bubble characteristics in Carreau-Yasuda shear thinning liquids
di: Sontti, Somasekhara Goud, et al.
Pubblicazione: (2025)

CFD-DEM study of mixing in a monodispersed solid-liquid fluidized bed
di: Ferreira, Victor Oliveira, et al.
Pubblicazione: (2024)

Design of the wavy wall in a partially heated channel using CFD simulations and human-assisted Bayesian optimization
di: Kamiński, Piotr, et al.
Pubblicazione: (2025)

AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents
di: Somasekharan, Nithin, et al.
Pubblicazione: (2026)

Quantifying Sand Transport Sensitivity to Dune Shape: Field-Validated CFD with AirSketcher
di: Pattanapol, Wichai, et al.
Pubblicazione: (2025)

CFD analysis on the performance of a coaxial rotor with lift offset at high advance ratios
di: Hayami, Kaito, et al.
Pubblicazione: (2024)

OptMetaOpenFOAM: Large Language Model Driven Chain of Thought for Sensitivity Analysis and Parameter Optimization based on CFD
di: Chen, Yuxuan, et al.
Pubblicazione: (2025)

A fast and automated approach for urban CFD simulations: integration with meteorological predictions and its application to drone flights
di: Suárez-Vázquez, Marcos, et al.
Pubblicazione: (2025)

Diff-FlowFSI: A GPU-Optimized Differentiable CFD Platform for High-Fidelity Turbulence and FSI Simulations
di: Fan, Xiantao, et al.
Pubblicazione: (2025)

Numerical investigation of erosive wear considering surface degradation using coupled CFD-DEM and a bond model
di: Nguyen, Vinh D. X., et al.
Pubblicazione: (2025)

Surface-access limitation in catalytic porous monoliths: Performance diagnosis using pore-resolved CFD
di: Guévremont, Olivier, et al.
Pubblicazione: (2026)

CFD Analysis of Taylor Bubble in a Co-Flow Microchannel with Newtonian and Non-Newtonian Liquid
di: Sontti, Somasekhara Goud, et al.
Pubblicazione: (2025)

Accuracy and Performance Evaluation of Low Density Internal and External Flow Predictions using CFD and DSMC
di: Peravali, Surya Kiran, et al.
Pubblicazione: (2024)

Direct numerical simulation of inflow boundary-layer turbulence effects on cavity flame stabilisation in a model scramjet combustor
di: Lin, Minqi, et al.
Pubblicazione: (2023)

Data-Driven Flow Initialization Framework for CFD Acceleration of Underwater Vehicle in Vertical-Plane Oblique Motion
di: Hu, Tianli, et al.
Pubblicazione: (2026)

CFD-based design optimization of a 5 kW ducted hydrokinetic turbine with practical constraints
di: Park, Jeongbin, et al.
Pubblicazione: (2024)

Optimized CFD modelling and validation of radiation section of an industrial top-fired steam methane reforming furnace
di: Tutar, Mustafa, et al.
Pubblicazione: (2025)

Directional focused wave group response of a Floating Wind Turbine: Harmonic separation in experiment and CFD
di: Aliyar, Sithik, et al.
Pubblicazione: (2024)

CFD analysis of electroviscous effects in electrolyte liquid flow through heterogeneously charged uniform microfluidic device
di: Dhakar, Jitendra, et al.
Pubblicazione: (2023)

CFD analysis of the influence of contraction size on electroviscous flow through the slit-type non-uniform microfluidic device
di: Dhakar, Jitendra, et al.
Pubblicazione: (2023)