AI Learns to Predict Nuclear Steel Strength from Tiny, Scarce Datasets
Researchers combined machine learning with GAN and SMOGN data augmentation to accurately predict the tensile properties of sub-sized nuclear steel ...
Tag: tensile properties
Machine Learning Borrows From Casting to Design 3D-Printed Stainless Steels
Researchers have shown that a machine learning model trained on casting data, guided by chromium and nickel equivalents, can accurately ...
Rolling Between Critical Temperatures Keeps Nano-Oxides Fine in Nuclear Steel
New research shows that rolling 9Cr-ODS steel within the intercritical temperature window preserves its strengthening nano-oxides and delivers higher strength ...
How Heat Tames Hydrogen Damage in Zirconium Alloys for Nuclear Reactors
A new study shows that annealing hydrogen-charged C7 zirconium alloy at 510 degrees Celsius redistributes brittle hydrides and restores room-temperature ...
Discarded Masks Turned Into High-Performance Nanocomposites With Carbon Nanofillers
Researchers have converted post-consumer surgical mask and gown waste into high-performance polypropylene nanocomposites using a dual-step process with carbon nanotubes ...
Extrusion Doubles Strength of Heat-Resistant Aluminum-Cerium-Magnesium Alloy
Extrusion transforms a cast aluminum-cerium-magnesium alloy into a strong, tough and heat-stable material that retains nearly all its properties after ...
Blow-Spun PVDF Nanofiber Mats Get Strength Boost From Clay Up to a Critical Limit
Brazilian researchers used solution blow spinning to create hydrophobic PVDF-clay nanofiber mats that gain strength at low clay loadings but ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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