LLM‑Based Design of Complex Industrial Systems: A Case Study of Heating System Design
Transactions of Nanjing University of Aeronautics and AstronauticsModular design of complex engineering systems is a universal technology for rapid system design in the modern industrial field. Generating assembly schemes for modular engineering systems in industrial production is the core of achieving automation in ...
CAI Xin +6 more
doaj +1 more source
Exploring Large Language Models for Chatbot Development: A Natural Language Processing Framework
reservedThis thesis addresses the development of a chatbot using Natural Language Processing (NLP) approaches. The research begins with the definition of requirements, goals, and target audience.
PETRINA, STEFANO
core
Harnessing Large Language Models for Automated Software Testing: A Leap Towards Scalable Test Case Generation [PDF]
Software testing is critical for ensuring software reliability, with test case generation often being resource-intensive and time-consuming. This study leverages the Llama-2 large language model (LLM) to automate unit test generation for Java focal ...
Baidaa Al-Bander +5 more
core +1 more source
Closing the Empirical Loop: Autonomous AI Agents Conduct End‐to‐end Research With Human Participants
Advanced Science, EarlyView.A multi‐agent AI system autonomously executes the complete scientific workflow, from hypothesis to manuscript, across three psychological studies involving 288 participants. The system designs experiments, collects real world data, develops analysis pipelines, and writes manuscripts with theoretical rigor comparable to experienced researchers.
Gabrielle Wehr +6 more
wiley +1 more source
On the Limitations of Large Language Models (LLMs): False Attribution
International Conference Recent Advances in Natural Language ProcessingThis paper was accepted for presentation by Recent Advances in NLP (RANLP) 2025 ...
Tosin P. Adewumi +3 more
openaire +3 more sources
Towards explainable traffic flow prediction with large language models
Communications in Transportation ResearchTraffic forecasting is crucial for intelligent transportation systems. It has experienced significant advancements thanks to the power of deep learning in capturing latent patterns of traffic data.
Xusen Guo +5 more
doaj +1 more source
Cancer‐Associated BCL‐2 Mutants Reveal Mechanisms Towards Venetoclax Resistance
Advanced Science, EarlyView.Venetoclax (VEN) resistance in chronic lymphocytic leukemia arises from diverse BCL2 mutations. We map mechanisms contributing to VEN resistance across common BCL‐2 variants. G101V and D103Y reduce drug binding and increase sequestration of pro‐apoptotic proteins. V156D blocks VEN allosterically.
Jonas Aufdermauer +9 more
wiley +1 more source
Assertion Messages with Large Language Models (LLMs) for Code
Proceedings of the 29th International Conference on Evaluation and Assessment in Software EngineeringAccepted at Proceedings of the 2025 Evaluation and Assessment in Software Engineering (EASE '25)
Ahmed Aljohani +2 more
openaire +2 more sources
Small Language Models for Phishing Website Detection: Cost, Performance, and Privacy Trade-Offs
Journal of Cybersecurity and PrivacyPhishing websites pose a major cybersecurity threat, exploiting unsuspecting users and causing significant financial and organisational harm. Traditional machine learning approaches for phishing detection often require extensive feature engineering ...
Georg Goldenits +3 more
doaj +1 more source
Towards Large Language Model (LLM) Forensics Using LLM-based Invocation Log Analysis
Towards Large Language Model (LLM) Forensics Using LLM-based Invocation Log ...
Robin Ram Mohan Doss (13090617) +2 more
core