Machine Learning Becomes a Navigator for Designing Functional Materials
A new perspective article argues that machine learning serves functional materials research best as a practical navigator that prioritizes candidates ...
Tag: Perovskites
Perovskite Materials Promise Green Gains but Carry Lead and Toxicity Risks
A comprehensive review in Discover Nano examines how perovskite materials could serve sustainable technologies while warning that lead content, leaching ...
Iron-Rich Perovskite Electrodes Push Symmetric Fuel Cells Into the Intermediate-Temperature Zone
Nanocrystalline SrTi1−xFexO3−δ perovskites emerge as cobalt-free, structurally adaptive symmetric electrodes for intermediate-temperature solid oxide fuel cells, with Fe content governing ...
AI Model Hits Near-Perfect Accuracy in Predicting Perovskite Bandgaps
A hybrid deep learning framework combining fuzzy preprocessing, bio-inspired feature selection and a novel Hopfield attention network predicts organic perovskite ...
Perovskite Electrodes Could Supercharge the Next Generation of Lithium-Ion Batteries
A new review in Ionics details how organic-inorganic halide perovskites, famous for solar cells, are emerging as high-capacity lithium-ion battery ...
Rare-Earth Doping Turns Humble Perovskite Ceramic Into Water Purifier and Energy Storage Star
Indian researchers have shown that lutetium donor doping of sol-gel barium strontium titanate simultaneously boosts dielectric tunability to 67.1 percent, ...
Perovskite Photocatalysts Could Help Clean Dye-Contaminated Wastewater
A review finds that tunable perovskite semiconductors could use light-generated reactive species to degrade persistent dyes in wastewater, while highlighting ...
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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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