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Research & Development
Exploring Fault Tolerance in Large Language Models with GoldenTransformer
TLDR: GoldenTransformer is a new open-source, modular fault injection framework built on PyTorch and HuggingFace, designed to assess the robustness of Large Language Models...
Research & Development
Large Language Models Transform Security Operations Centers: A Survey of Capabilities and Future Directions
TLDR: This research paper provides a comprehensive survey on the integration of Large Language Models (LLMs) into Security Operations Centers (SOCs). It details how...
Research & Development
Physics-Informed Neural Networks Advance Minimal Surface Solutions in Curved Spacetime
TLDR: A new research paper introduces a physics-informed neural network (PINN) framework for solving minimal surface problems in curved spacetimes. This method effectively handles...
Research & Development
GTHNA: A New Framework for Detecting Anomalies in Graph Data
TLDR: The research paper introduces GTHNA, a novel framework for anomaly detection in graph-structured data. It addresses common challenges like over-smoothing and anomalous node...
Research & Development
Pinpointing Water Leaks with Factor Graph Optimization
TLDR: A new research paper introduces Factor Graph Optimization (FGO) as a novel and efficient method for detecting and localizing leaks in water distribution...
Research & Development
Unpacking System Complexity: How Structural Insights Improve Performance Modeling
TLDR: A new research paper introduces an analytical framework to understand how system characteristics and structural knowledge affect the difficulty and improvement potential of...