Cover Image

Adopting RAG for LLM-Aided Future Vehicle Design

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zolfaghari, Vahid, Petrovic, Nenad, Pan, Fengjunjie, Lebioda, Krzysztof, Knoll, Alois
Format:	Preprint
Published:	2024
Subjects:	Software Engineering Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LLM-Empowered Functional Safety and Security by Design in Automotive Systems
by: Petrovic, Nenad, et al.
Published: (2026)

GenAI for Automotive Software Development: From Requirements to Wheels
by: Petrovic, Nenad, et al.
Published: (2025)

LLM-based Iterative Approach to Metamodeling in Automotive
by: Petrovic, Nenad, et al.
Published: (2025)

Are requirements really all you need? A case study of LLM-driven configuration code generation for automotive simulations
by: Lebioda, Krzysztof, et al.
Published: (2025)

Hallucination in LLM-Based Code Generation: An Automotive Case Study
by: Pavel, Marc, et al.
Published: (2025)

Towards Single-System Illusion in Software-Defined Vehicles -- Automated, AI-Powered Workflow
by: Lebioda, Krzysztof, et al.
Published: (2024)

LLM-enabled Instance Model Generation
by: Pan, Fengjunjie, et al.
Published: (2025)

Multi-modal Summarization in Model-Based Engineering: Automotive Software Development Case Study
by: Petrovic, Nenad, et al.
Published: (2025)

Survey of GenAI for Automotive Software Development: From Requirements to Executable Code
by: Petrovic, Nenad, et al.
Published: (2025)

Automating Automotive Software Development: A Synergy of Generative AI and Model-Based Methods
by: Pan, Fengjunjie, et al.
Published: (2025)

Optimizing Retrieval Augmented Generation for Object Constraint Language
by: Li, Kevin Chenhao, et al.
Published: (2025)

LLM-Based Approach for Enhancing Maintainability of Automotive Architectures
by: Petrovic, Nenad, et al.
Published: (2025)

LLM-Empowered Event-Chain Driven Code Generation for ADAS in SDV systems
by: Petrovic, Nenad, et al.
Published: (2025)

Synergy of Large Language Model and Model Driven Engineering for Automated Development of Centralized Vehicular Systems
by: Petrovic, Nenad, et al.
Published: (2024)

Querying Large Automotive Software Models: Agentic vs. Direct LLM Approaches
by: Mazur, Lukasz, et al.
Published: (2025)

Knowledge-Graph Based RAG System Evaluation Framework
by: Dong, Sicheng, et al.
Published: (2025)

GenAI-based test case generation and execution in SDV platform
by: Zyberaj, Denesa, et al.
Published: (2025)

Req2Road: A GenAI Pipeline for SDV Test Artifact Generation and On-Vehicle Execution
by: Zyberaj, Denesa, et al.
Published: (2026)

Generating Automotive Code: Large Language Models for Software Development and Verification in Safety-Critical Systems
by: Kirchner, Sven, et al.
Published: (2025)

Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG
by: Du, Xueying, et al.
Published: (2024)

VerilogReader: LLM-Aided Hardware Test Generation
by: Ma, Ruiyang, et al.
Published: (2024)

Adopting Large Language Models to Automated System Integration
by: Pesl, Robin D.
Published: (2025)

Affordance Representation and Recognition for Autonomous Agents
by: Gidey, Habtom Kahsay, et al.
Published: (2025)

Automatic Platform Configuration and Software Integration for Software-Defined Vehicles
by: Pan, Fengjunjie, et al.
Published: (2024)

Solver-Aided Verification of Policy Compliance in Tool-Augmented LLM Agents
by: Winston, Cailin, et al.
Published: (2026)

From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?
by: Voria, Gianmario, et al.
Published: (2024)

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle
by: Garousi, Vahid
Published: (2025)

Novice Developers' Perspectives on Adopting LLMs for Software Development: A Systematic Literature Review
by: Ferino, Samuel, et al.
Published: (2025)

Reliable Graph-RAG for Codebases: AST-Derived Graphs vs LLM-Extracted Knowledge Graphs
by: Chinthareddy, Manideep Reddy
Published: (2026)

RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation
by: Gan, Tiantian, et al.
Published: (2025)

Key Safety Design Overview in AI-driven Autonomous Vehicles
by: Vyas, Vikas, et al.
Published: (2024)

An Empirical Evaluation of LLM-Based Approaches for Code Vulnerability Detection: RAG, SFT, and Dual-Agent Systems
by: Saju, Md Hasan, et al.
Published: (2026)

RAG Does Not Work for Enterprises
by: Bruckhaus, Tilmann
Published: (2024)

Towards Requirements Engineering for RAG Systems
by: Sporsem, Tor, et al.
Published: (2025)

A Pattern Language for Resilient Visual Agents
by: Gidey, Habtom Kahsay, et al.
Published: (2026)

From product to system network challenges in system of systems lifecycle management
by: Salehi, Vahid, et al.
Published: (2025)

BLAgent: Agentic RAG for File-Level Bug Localization
by: Mamun, Md Afif Al, et al.
Published: (2026)

Meta-RAG on Large Codebases Using Code Summarization
by: Tawosi, Vali, et al.
Published: (2025)

ARPaCCino: An Agentic-RAG for Policy as Code Compliance
by: Romeo, Francesco, et al.
Published: (2025)

Designing Adaptive Digital Nudging Systems with LLM-Driven Reasoning
by: Santilli, Tiziano, et al.
Published: (2026)