Cover Image

Foam-Agent 2.0: An End-to-End Composable Multi-Agent Framework for Automating CFD Simulation in OpenFOAM

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yue, Ling, Somasekharan, Nithin, Zhang, Tingwen, Cao, Yadi, Pan, Shaowu
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Computational Engineering, Finance, and Science Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Foam-Agent: Towards Automated Intelligent CFD Workflows
by: Yue, Ling, et al.
Published: (2025)

GPU-accelerated Linear Algebra for Coupled Solvers in Industrial CFD Applications with OpenFOAM
by: Oliani, Stefano, et al.
Published: (2024)

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

A general approach for running Python codes in OpenFOAM using an embedded pybind11 Python interpreter
by: Rodriguez, Simon, et al.
Published: (2022)

VFEAgent: A Multimodal Agent Framework for End-to-End Automated Finite Element Analysis
by: Zhang, Jiachen, et al.
Published: (2026)

An OpenFOAM face-centred solver for incompressible flows robust to mesh distortion
by: Cortellessa, Davide, et al.
Published: (2024)

ToolRosella: Translating Code Repositories into Standardized Tools for Scientific Agents
by: Di, Shimin, et al.
Published: (2026)

AlphaQuanter: An End-to-End Tool-Augmented Agentic Reinforcement Learning Framework for Stock Trading
by: Deng, Zheye, et al.
Published: (2025)

Beyond the Kolmogorov Barrier: A Learnable Weighted Hybrid Autoencoder for Model Order Reduction
by: Somasekharan, Nithin, et al.
Published: (2024)

OpenFOAM computational fluid dynamics (CFD) solver for magnetohydrodynamic open cycles, applied to the Sakhalin pulsed magnetohydrodynamic generator (PMHDG)
by: Marzouk, Osama A.
Published: (2026)

End-to-End Automated Logging via Multi-Agent Framework
by: Zhong, Renyi, et al.
Published: (2025)

End-to-End Probabilistic Framework for Learning with Hard Constraints
by: Utkarsh, Utkarsh, et al.
Published: (2025)

Chapter 3 An introduction to OpenFOAM
by: Mohammadian, Abdolmajid, et al.
Published: (2023)

HRFT: Mining High-Frequency Risk Factor Collections End-to-End via Transformer
by: Xu, Wenyan, et al.
Published: (2024)

TaxAI: A Dynamic Economic Simulator and Benchmark for Multi-Agent Reinforcement Learning
by: Mi, Qirui, et al.
Published: (2023)

MNO : A Multi-modal Neural Operator for Parametric Nonlinear BVPs
by: Madala, Vamshi C., et al.
Published: (2025)

HabitatAgent: An End-to-End Multi-Agent System for Housing Consultation
by: Yang, Hongyang, et al.
Published: (2026)

PINNsAgent: Automated PDE Surrogation with Large Language Models
by: Wuwu, Qingpo, et al.
Published: (2025)

CFD-OpenFOAM shear stress coastal dune
by: Faraji Gargari, Saeb
Published: (2026)

R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization
by: Li, Yuante, et al.
Published: (2025)

CAX-Agent: A Lightweight Agent Harness for Reliable APDL Automation
by: Lin, Chenying, et al.
Published: (2026)

QuantAgent: Price-Driven Multi-Agent LLMs for High-Frequency Trading
by: Xiong, Fei, et al.
Published: (2025)

An End-to-end Building Load Forecasting Framework with Patch-based Information Fusion Network and Error-weighted Adaptive Loss
by: Fan, Hang, et al.
Published: (2026)

3D Topological Modeling and Multi-Agent Movement Simulation for Viral Infection Risk Analysis
by: Jabi, Wassim, et al.
Published: (2024)

Agent-Based Insight into Eco-Choices: Simulating the Fast Fashion Shift
by: Soboleva, Daria, et al.
Published: (2024)

Agent-Based Simulation of a Financial Market with Large Language Models
by: Hashimoto, Ryuji, et al.
Published: (2025)

HEAS: Hierarchical Evolutionary Agent-Based Simulation Framework for Multi-Objective Policy Search
by: Zhang, Ruiyu, et al.
Published: (2025)

An End to End Edge to Cloud Data and Analytics Strategy
by: Butte, Vijay Kumar, et al.
Published: (2025)

SwarmFoam: An OpenFOAM Multi-Agent System Based on Multiple Types of Large Language Models
by: Yang, Chunwei, et al.
Published: (2026)

A Generic Framework for Optimization in Blockchain Simulators
by: Long, Hou-Wan, et al.
Published: (2025)

JAX-Fluids 2.0: Towards HPC for Differentiable CFD of Compressible Two-phase Flows
by: Bezgin, Deniz A., et al.
Published: (2024)

Unstructured Moving Least Squares Material Point Methods: A Stable Kernel Approach With Continuous Gradient Reconstruction on General Unstructured Tessellations
by: Cao, Yadi, et al.
Published: (2023)

Multi-Agent End-to-End Vulnerability Management for Mitigating Recurring Vulnerabilities
by: Zheng, Zelong, et al.
Published: (2026)

Engineering-Oriented Symbolic Regression: LLMs as Physics Agents for Discovery of Simulation-Ready Constitutive Laws
by: Wu, Yue, et al.
Published: (2026)

AI Agents in Engineering Design: A Multi-Agent Framework for Aesthetic and Aerodynamic Car Design
by: Elrefaie, Mohamed, et al.
Published: (2025)

A Role-Aware Multi-Agent Framework for Financial Education Question Answering with LLMs
by: Zhu, Andy, et al.
Published: (2025)

A Closed-Loop Multi-Agent Framework for Aerodynamics-Aware Automotive Styling Design
by: Jin, Xinyu, et al.
Published: (2025)

An End-to-End PyTorch Interface for Differentiable PDE Solvers: A RANS Model-Correction Study
by: Saverio, Luca, et al.
Published: (2026)

ChemHTS: Hierarchical Tool Stacking for Enhancing Chemical Agents
by: Li, Zhucong, et al.
Published: (2025)

A Review of HPC-Accelerated CFD in National Security and Defense
by: Afful, James
Published: (2025)