Aging Clocks Need Task-Specific Tests, Not Just Age Error
A review in Biogerontology proposes evaluating molecular aging clocks as task-bound tools rather than by age-prediction error alone.
Tag: Model Evaluation
Road Dust Resuspension Steers Modelled PM10 Along an Imphal Traffic Corridor
A modelling study in Imphal, India, finds that prescribed road-surface silt loading strongly controls how well AERMOD reproduces observed roadside ...
AI models learn to read ancient Chinese medicine texts and support clinical reasoning
A new review maps how large language models are being trained on digitized classical texts, billions of clinical records, and ...
BMI Trajectory Analysis in Children: Review Maps Methods and Patterns
A scoping review of 24 studies maps the statistical methods, evaluation metrics and recurring BMI trajectory patterns used to track ...
Climate model gains first coupled simulation of ocean oxygen’s triple isotope signature
Scientists have, for the first time, implemented the triple isotopic composition of dissolved oceanic oxygen in the fully coupled iLOVECLIM ...
Green Roof Model Overhaul Slashes Heat Flux Errors by More Than 75 Percent
Researchers rebuilt the green-roof physics in the WRF weather model and cut simulated ground heat flux errors from over 100 ...
Hidden Flaws in Public Thyroid AI Datasets Could Inflate Diagnostic Performance
A case-level audit of a public thyroid imaging archive finds contradictory labels, leak-prone data splits, and strong evidence that deep ...
New Weighting Framework Helps Climate Model Pick Its Best Physics Settings
A new performance-based weighting framework gives greater influence to hard-to-simulate variables like precipitation and wind when selecting WRF model physics ...
Green Roof Cooling Models Put to the Test Against Real Rooftop Data
A field-based evaluation in London, Ontario reveals that the widely used EcoRoof and WRF green roof models diverge sharply in ...
Stop trusting single accuracy scores: why ML models need distributional evaluation
A large-scale study argues that machine learning performance should be reported as distributions with confidence intervals on quantiles rather than ...
AI Passes the Doctor’s Exam: How GPT-4o and DeepSeek Conquered China’s Toughest Medical Test
A scoping review finds that GPT-4o and DeepSeek-R1 have surpassed the passing threshold on China's national medical licensing examination, while ...
NASA’s New Earth System Model Tracks Carbon From Forest Canopy to Ocean Depths
NASA's Goddard Institute for Space Studies has released ModelE2.1-CC2, a fully interactive Earth system model with upgraded ocean and land ...
Enhancing Knowledge Graphs with Large Language Models
In recent years, the intersection of artificial intelligence and knowledge representation, particularly through the utilization of Knowledge Graphs (KGs) enhanced ...
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