AI Models Flunk Engineering Simulation Test in Massive New Benchmark
A new 200,000-question benchmark from Carnegie Mellon University reveals that leading vision-language models perform at random chance when interpreting engineering ...
Tag: Machine Learning
Curriculum-Inspired AI Learns Graphs Like a Student, Fixing Class Imbalance
Researchers have developed CL3AN-GNN, a graph neural network that borrows curriculum learning from education to progressively disentangle features and boost ...
AI Opens the Black Box on Why Some Dairy Cows Breed Slower Than Others
Researchers in Türkiye used an explainable machine learning framework combining XGBoost and SHAP to identify age and postpartum diseases as ...
AI Model Predicts Battery Lifespan Across Different Factory Formation Protocols
Researchers have developed a hybrid particle-filter and neural network framework that predicts lithium-ion battery remaining useful life with 99.41 percent ...
Order Beats Time: AI Cracks Retention Prediction Across Any Chromatography Setup
Researchers have developed a two-step machine-learning method that predicts small-molecule retention times in liquid chromatography for any experimental setup without ...
Routine Blood Tests Reveal Distinct Fingerprints Across 29 Infection Types in Study of 455,530 Patients
A large-scale analysis of 455,530 infection patients shows that routine blood count parameters form distinct site-associated patterns across 29 infection ...
When NMR Signals Won’t Sit Still: Simulations Test Fourier, Wavelets, and Direct Fitting
A new simulation study compares Fourier, wavelet, and direct time-domain fitting methods for analyzing short and non-stationary NMR signals, revealing ...
AI Reads Hidden Patterns in Lung CT Scans to Tell Harmless Nodules From Invasive Cancer
A Chinese research team used CT radiomics and machine learning to distinguish harmless ground-glass lung nodules from invasive adenocarcinoma with ...
Machine Learning Pinpoints the Perfect Timing to Boost Vietnamese Balm Growth
Vietnamese researchers combined field trials with machine learning to show that a precisely timed spray of the cytokinin 6-benzyladenine boosts ...
AI Language Models Learn to Smell: GPT Systems Predict How Molecules Will Scent Us
A new study shows that generative large language models can predict odor quality, capture concentration-dependent scent shifts, and outperform molecular ...
Head-to-Head Test Shows Deep Learning Beats Classic Models Only on Breast Cancer Images
An independent evaluation in PLOS Digital Health finds that deep learning models excel at breast cancer detection from medical images ...
Shotgun genetic engineering screens millions of metabolic pathways in mammalian cells
Researchers have developed shotgun genetic engineering, a method that screens millions of randomly assembled metabolic pathways in mammalian cells and ...
New Deep Hashing Framework Speeds Up Multi-Label Image Search
Researchers have unveiled a triple-stream deep hashing framework that compresses multi-label images into compact binary codes with higher accuracy and ...
Mossy Wetlands Defy Standard Methods for Splitting Water Losses
A comparison of ten evapotranspiration partitioning methods across four Canadian moss-covered wetlands finds no consistent winner and exposes deep uncertainty ...
New book cuts through AI hype by listening to the researchers behind the technology
A new book by University of Illinois professor John Gallagher draws on interviews with more than 100 AI and machine ...
Generative AI turns coarse climate models into sharp regional risk maps
A new generative AI framework called GenFocal transforms coarse global climate model output into statistically accurate fine-scale regional weather, capturing ...
Smarter Data Loading Cuts Medical AI Training Needs Without Sacrificing Accuracy
Researchers show that a selective embedding data loading strategy alternating X-ray and CT scans lets deep learning models reach competitive ...
Thermal Cameras Emerge as a Privacy-Preserving Rival in AI-Powered Gait Analysis
A new survey compares marker-based, markerless and thermal imaging approaches to human pose estimation for detecting gait changes linked to ...
AI Reads the Boardroom: Can Language Models Measure Digital Transformation?
A new study in the Journal of Big Data shows that large language models can outperform traditional machine learning in ...
Brain Scans and Mitochondrial DNA Offer Clues to Maternal Alzheimer’s Risk
Machine learning of structural MRI and mitochondrial haplogroups can moderately predict a maternal family history of Alzheimer's disease, with precuneus ...
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