Copertina

ChatCFD: An LLM-Driven Agent for End-to-End CFD Automation with Structured Knowledge and Reasoning

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Fan, E, Hu, Kang, Wu, Zhuowen, Ge, Jiangyang, Miao, Jiawei, Zhang, Yuzhi, Sun, He, Wang, Weizong, Zhang, Tianhan
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

ChatCFD: A Large Language Model‐Driven Agent for End‐to‐End Computational Fluid Dynamics Automation with Structured Knowledge and Reasoning
di: E Fan, et al.
Pubblicazione: (2026)

Foam-Agent 2.0: An End-to-End Composable Multi-Agent Framework for Automating CFD Simulation in OpenFOAM
di: Yue, Ling, et al.
Pubblicazione: (2025)

Evolving-RL: End-to-End Optimization of Experience-Driven Self-Evolving Capability within Agents
di: Fan, Zhiyuan, et al.
Pubblicazione: (2026)

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

Approximate Quantum Linear Solvers for Hybrid CFD: End-to-End Analysis with a Chebyshev-LCU Approach
di: Goldfriend, Tomer, et al.
Pubblicazione: (2026)

An output scaling layer boosts deep neural networks for multiscale ODE systems
di: Yi, Yuxiao, et al.
Pubblicazione: (2025)

A Preliminary Assessment of Coding Agents for CFD Workflows
di: Xiao, Ke, et al.
Pubblicazione: (2026)

End-to-End Driving with Online Trajectory Evaluation via BEV World Model
di: Li, Yingyan, et al.
Pubblicazione: (2025)

Enhancing End-to-End Autonomous Driving with Latent World Model
di: Li, Yingyan, et al.
Pubblicazione: (2024)

SheetMind: An End-to-End LLM-Powered Multi-Agent Framework for Spreadsheet Automation
di: Zhu, Ruiyan, et al.
Pubblicazione: (2025)

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

CausalAgent: A Conversational Multi-Agent System for End-to-End Causal Inference
di: Zhu, Jiawei, et al.
Pubblicazione: (2026)

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces
di: Xu, Zhenran, et al.
Pubblicazione: (2025)

DLAFormer: An End-to-End Transformer For Document Layout Analysis
di: Wang, Jiawei, et al.
Pubblicazione: (2024)

Learning to Remember: End-to-End Training of Memory Agents for Long-Context Reasoning
di: Zhang, Kehao, et al.
Pubblicazione: (2026)

DeepSight: Long-Horizon World Modeling via Latent States Prediction for End-to-End Autonomous Driving
di: Zhang, Lingjun, et al.
Pubblicazione: (2026)

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

MatClaw: An Autonomous Code-First LLM Agent for End-to-End Materials Exploration
di: Zhang, Chenmu, et al.
Pubblicazione: (2026)

Benchmarking and Studying the LLM-based Agent System in End-to-End Software Development
di: Zeng, Zhengran, et al.
Pubblicazione: (2025)

Reinforced Reasoning for End-to-End Retrosynthetic Planning
di: Zuo, Chenyang, et al.
Pubblicazione: (2026)

Structured Labeling Enables Faster Vision-Language Models for End-to-End Autonomous Driving
di: Jiang, Hao, et al.
Pubblicazione: (2025)

Interpreting CFD Surrogates through Sparse Autoencoders
di: Hu, Yeping, et al.
Pubblicazione: (2025)

CFD simulation results and files regarding Deliverable 4.2 (CFD.T42)
di: Pellico, Katia Aurora
Pubblicazione: (2026)

LLM-QUBO: An End-to-End Framework for Automated QUBO Transformation from Natural Language Problem Descriptions
di: Zhang, Huixiang, et al.
Pubblicazione: (2025)

MemSearcher: Training LLMs to Reason, Search and Manage Memory via End-to-End Reinforcement Learning
di: Yuan, Qianhao, et al.
Pubblicazione: (2025)

End-to-End Agentic RAG System Training for Traceable Diagnostic Reasoning
di: Zheng, Qiaoyu, et al.
Pubblicazione: (2025)

MASteer: Multi-Agent Adaptive Steer Strategy for End-to-End LLM Trustworthiness Repair
di: Li, Changqing, et al.
Pubblicazione: (2025)

DiffBench Meets DiffAgent: End-to-End LLM-Driven Diffusion Acceleration Code Generation
di: jiao, Jiajun, et al.
Pubblicazione: (2026)

EvoDev: An Iterative Feature-Driven Framework for End-to-End Software Development with LLM-based Agents
di: Liu, Junwei, et al.
Pubblicazione: (2025)

A Viable Paradigm of Software Automation: Iterative End-to-End Automated Software Development
di: Li, Jia, et al.
Pubblicazione: (2025)

GoalFlow: Goal-Driven Flow Matching for Multimodal Trajectories Generation in End-to-End Autonomous Driving
di: Xing, Zebin, et al.
Pubblicazione: (2025)

WorkstreamBench: Evaluating LLM Agents on End-to-End Spreadsheet Tasks in Finance
di: Yen, Thomson, et al.
Pubblicazione: (2026)

A Knowledge-Driven Diffusion Policy for End-to-End Autonomous Driving Based on Expert Routing
di: Xu, Chengkai, et al.
Pubblicazione: (2025)

WebTestBench: Evaluating Computer-Use Agents towards End-to-End Automated Web Testing
di: Kong, Fanheng, et al.
Pubblicazione: (2026)

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

Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning
di: Chen, Zhuoen, et al.
Pubblicazione: (2026)

VISTA: An End-to-End Benchmark for Visual Spec-to-Web-App Coding Agents
di: Guo, JunJia, et al.
Pubblicazione: (2026)

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
di: Li, Weizhen, et al.
Pubblicazione: (2025)

OpenREAD: Reinforced Open-Ended Reasoning for End-to-End Autonomous Driving with LLM-as-Critic
di: Zhang, Songyan, et al.
Pubblicazione: (2025)

A Status Quo Investigation of Large Language Models towards Cost-Effective CFD Automation with OpenFOAMGPT: ChatGPT vs. Qwen vs. Deepseek
di: Wang, Wenkang, et al.
Pubblicazione: (2025)