Physics-trained autoencoder tidies weather data but cannot beat raw inputs for evapotranspiration
A physics-regularized autoencoder cut dew-point inconsistency in reconstructed Delhi weather data by 87 percent, yet still could not beat XGBoost ...
Tag: XGBoost
Filler type barely moves the needle on ultra-high-performance concrete strength, database study finds
A database analysis of 2073 UHPC mixtures from 165 publications finds that filler type and dosage have only small associations ...
Explainable AI traces how eVTOL drones dodge obstacles in simulated cities
Researchers report a simulation-based explainability framework that pairs a physics-guided reinforcement learning controller with XGBoost and SHAP analysis to trace ...
Graph Neural Network Predicts Job Wait Times Across Huge Computing Grids
A graph neural network trained on about 2.1 million PanDA job records predicts job turnaround time with an R-squared of ...
CT Radiomics Model Predicts Outcomes After Bleeding Stroke Across Four Hospitals
A multicenter study combined CT-derived radiomic features with clinical data in an XGBoost model that predicted outcomes after aneurysmal subarachnoid ...
Machine Learning Model Predicts Residual Strength of Aged Silk Heritage Without Damage
Researchers trained an XGBoost machine learning model to estimate the residual tensile strength of artificially aged silk textiles from nondestructive ...
AI Model Designed to Predict Antiretroviral Resistance in HIV Patients in Cameroon
Researchers in Cameroon built and tested a machine learning model that predicts antiretroviral resistance from routine clinical data, with XGBoost ...
Compound hot, dry and windy spells are hitting Chinese wheat yields harder over time
A Nature Food study finds that Chinese wheat yields have become increasingly sensitive to compound hot–dry–windy events between 1981 and ...
GeoAI model maps landslide risk across central Nepal with 88.3% accuracy
A new GeoAI framework combining Google Earth Engine, ensemble machine learning, and SHAP explainability mapped landslide susceptibility across central Nepal ...
Explainable AI forecasts hourly traffic on Interstate I-94
A condition-stratified study of westbound Interstate I-94 found that XGBoost without weather variables delivered the most accurate hour-ahead traffic forecasts.
-
Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
-
University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
-
Bee body mass, pathogens and local climate influence heat tolerance
-
Researchers record first-ever images and data of a shark experiencing a boat strike
-
Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
Embark on a thrilling journey of discovery with Scienmag.com—your ultimate source for cutting-edge breakthroughs. Immerse yourself in a world where curiosity knows no limits and tomorrow’s possibilities become today’s reality!