GitHub

DeepCS-TRD, Deep Learning-based Cross-Section Tree Ring Detector

DeepCS-TRD, a Deep Learning-based Cross-Section Tree Ring Detector in Macro images. It substitutes the edge detection step of CS-TRD by a deep-learning-based approach (U-Net), which allows the ...

First-of-its-kind automated root imaging platform speeds plant discoveries

The Department of Energy's Oak Ridge National Laboratory has launched a novel robotic platform to rapidly analyze plant root systems as they grow, yielding AI-ready data to accelerate the development ...
Nature

How AI slop is causing a crisis in computer science

Large language models (LLMs) can suggest hypotheses, write code and draft papers, and AI agents are automating parts of the research process. Although this can accelerate science, it also makes it ...
IEEE

Leveraging Tree-Based Machine Learning and Explainable AI for UAV GPS Spoofing Detection

Abstract: The increasing reliance on GPS systems in Unmanned Aerial Vehicles (UAVs) has made the need for an efficient and robust system to detect, mitigate, and prevent potential disruption during ...
IEEE

Predictive Modeling of Employee Attrition Using Tree-Based Machine Learning Classifiers

Abstract: Employee attrition poses considerable challenges for organizations by affecting productivity and increasing recruitment costs. This study employs tree-based machine learning classifiers to ...
Communications of the ACM

Formal Reasoning Meets LLMs: Toward AI for Mathematics and Verification

A marriage of formal methods and LLMs seeks to harness the strengths of both.