科学与环境
Physics-grounded AI framework aims to make predictions about new materials more testable
来源: Phys.org - latest science and technology news stories · 发布于
Artificial intelligence is increasingly being used to discover new materials, but conventional data-driven approaches can struggle to explain their predictions, work reliably beyond their training data and remain consistent with physical laws. A new perspective proposes a framewo
Artificial intelligence is increasingly being used to discover new materials, but conventional data-driven approaches can struggle to explain their predictions, work reliably beyond their training data and remain consistent with physical laws. A new perspective proposes a framework called Physics-Grounded Materials AI (PhysMat AI), which integrates fundamental physical knowledge into the materials discovery process. The research is published in the journal Advanced Functional Materials.
相关报道
Study finds trust is the missing ingredient for AI-driven food safety
Artificial intelligence promises to transform food safety by helping companies identify risks earlier, predict outbreaks and learn from patterns too rare for any one company to detect alone. But AI depends on one thing: large, diverse datasets.
Phys.org - latest science and technology news stories ·
A new family of materials for efficiently converting sunlight into clean energy
Researchers at Oregon State University have developed a new family of materials that use light to produce hydrogen from water, opening the door to new ways of converting the sun's rays into clean energy.
Phys.org - latest science and technology news stories ·
Engineered coating lets mitochondria retain their ability to produce energy
Researchers have coated mitochondria with innovative materials without compromising their function, according to a study by IRCCS Fondazione Istituto Neurologico Carlo Besta (FINCB) and Politecnico di Milano. The research was conducted as part of the BraiNs joint laboratory, inau
Phys.org - latest science and technology news stories ·
NYC delivery workers injured at more than five times national rate under intense labor control by apps, survey finds
More than half of New York City's app-based food delivery workers have been injured on the job, and 40% meet the criteria for severe psychological distress, according to a new study from the CUNY Graduate School of Public Health and Health Policy (CUNY SPH), in partnership with t
Phys.org - latest science and technology news stories ·
Beyond temperature: How people experience urban heat
Urban heat is more than a matter of temperature. It can affect how people sleep, work, travel through the city and dress, and even how safe or comfortable they feel in public spaces. Yet these everyday consequences often remain invisible in conventional assessments of urban heat.
Phys.org - latest science and technology news stories ·