Image de couverture de livre

Physics-Informed Large Language Models for HVAC Anomaly Detection with Autonomous Rule Generation

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Lin, Subin, Hua, Chuanbo
Format:	Preprint
Publié:	2025
Sujets:	Artificial Intelligence Computational Engineering, Finance, and Science
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

AAD-LLM: Adaptive Anomaly Detection Using Large Language Models
par: Russell-Gilbert, Alicia, et autres
Publié: (2024)

Reinforcement Learning of Large Language Models for Interpretable Credit Card Fraud Detection
par: Lin, Cooper, et autres
Publié: (2026)

AquaSentinel: Next-Generation AI System Integrating Sensor Networks for Urban Underground Water Pipeline Anomaly Detection via Collaborative MoE-LLM Agent Architecture
par: Guo, Qiming, et autres
Publié: (2025)

Anomaly Detection for Hybrid Butterfly Subspecies via Probability Filtering
par: Ruan, Bo-Kai, et autres
Publié: (2025)

Diffusion Large Language Models for Black-Box Optimization
par: Yuan, Ye, et autres
Publié: (2026)

Empirical Asset Pricing with Large Language Model Agents
par: Cheng, Junyan, et autres
Publié: (2024)

Compressing Large Language Models with PCA Without Performance Loss
par: Bengtsson, Magnus
Publié: (2025)

QuantMCP: Grounding Large Language Models in Verifiable Financial Reality
par: Zeng, Yifan
Publié: (2025)

A Survey of Sustainability in Large Language Models: Applications, Economics, and Challenges
par: Singh, Aditi, et autres
Publié: (2024)

Assessing and Enhancing Large Language Models in Rare Disease Question-answering
par: Wang, Guanchu, et autres
Publié: (2024)

IdeaBench: Benchmarking Large Language Models for Research Idea Generation
par: Guo, Sikun, et autres
Publié: (2024)

Assertion-Aware Test Code Summarization with Large Language Models
par: Mollah, Anamul Haque, et autres
Publié: (2025)

DrafterBench: Benchmarking Large Language Models for Tasks Automation in Civil Engineering
par: Li, Yinsheng, et autres
Publié: (2025)

Large Language Models as Optimization Controllers: Adaptive Continuation for SIMP Topology Optimization
par: Yang, Shaoliang, et autres
Publié: (2026)

Are LLMs Socially Adaptive? Contrasting Belief Evolution in Large Language Models and Humans
par: Lei, Yu, et autres
Publié: (2024)

Ethereum Price Prediction Employing Large Language Models for Short-term and Few-shot Forecasting
par: Makri, Eftychia, et autres
Publié: (2025)

Rule-based autocorrection of Piping and Instrumentation Diagrams (P&IDs) on graphs
par: Balhorn, Lukas Schulze, et autres
Publié: (2025)

Physics-Informed Neural Networks and Sequence Encoder: Application to heating and early cooling of thermo-stamping process
par: Elaarabi, Mouad, et autres
Publié: (2026)

When Life gives you LLMs, make LLM-ADE: Large Language Models with Adaptive Data Engineering
par: Choi, Stephen, et autres
Publié: (2024)

Enterprise Benchmarks for Large Language Model Evaluation
par: Zhang, Bing, et autres
Publié: (2024)

AutoSiMP: Autonomous Topology Optimization from Natural Language via LLM-Driven Problem Configuration and Adaptive Solver Control
par: Yang, Shaoliang, et autres
Publié: (2026)

EUR-USD Exchange Rate Forecasting Based on Information Fusion with Large Language Models and Deep Learning Methods
par: Ding, Hongcheng, et autres
Publié: (2024)

Large Language Models for Bioinformatics
par: Ruan, Wei, et autres
Publié: (2025)

ChronoLLM: A Framework for Customizing Large Language Model for Digital Twins generalization based on PyChrono
par: Wang, Jingquan, et autres
Publié: (2025)

Opportunities for Large Language Models and Discourse in Engineering Design
par: Göpfert, Jan, et autres
Publié: (2023)

ProtChatGPT: Towards Understanding Proteins with Large Language Models
par: Wang, Chao, et autres
Publié: (2024)

Towards Autonomous Sustainability Assessment via Multimodal AI Agents
par: Zhang, Zhihan, et autres
Publié: (2025)

FLAME: Financial Large-Language Model Assessment and Metrics Evaluation
par: Guo, Jiayu, et autres
Publié: (2025)

FinAudio: A Benchmark for Audio Large Language Models in Financial Applications
par: Cao, Yupeng, et autres
Publié: (2025)

Generative AI as a Pillar for Predicting 2D and 3D Wildfire Spread: Beyond Physics-Based Models and Traditional Deep Learning
par: Xu, Haowen, et autres
Publié: (2025)

DynaMate: An Autonomous Agent for Protein-Ligand Molecular Dynamics Simulations
par: Guilbert, Salomé, et autres
Publié: (2025)

FinBen: A Holistic Financial Benchmark for Large Language Models
par: Xie, Qianqian, et autres
Publié: (2024)

Physics-Informed Distillation of Diffusion Models for PDE-Constrained Generation
par: Zhang, Yi, et autres
Publié: (2025)

CatMemo at the FinLLM Challenge Task: Fine-Tuning Large Language Models using Data Fusion in Financial Applications
par: Cao, Yupeng, et autres
Publié: (2024)

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning
par: Zhang, Situo, et autres
Publié: (2025)

Explainable Heterogeneous Anomaly Detection in Financial Networks via Adaptive Expert Routing
par: Li, Zan, et autres
Publié: (2025)

Distributional Semantics Tracing: A Framework for Explaining Hallucinations in Large Language Models
par: Bhatia, Gagan, et autres
Publié: (2025)

Quokka: An Open-source Large Language Model ChatBot for Material Science
par: Yang, Xianjun, et autres
Publié: (2024)

TCM-FTP: Fine-Tuning Large Language Models for Herbal Prescription Prediction
par: Zhou, Xingzhi, et autres
Publié: (2024)

Representation Without Control: Testing the Realization Effect in Language Models
par: Walsh, Ciarán, et autres
Publié: (2026)