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To Get the Right Answers for the Right Reasons, AI for Materials Needs to Be More Physics-Aware

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Technology & Innovation Columbia Engineering

AI for Materials Needs to Be More Physics-Aware

Michele Simoncelli’s group introduces a new benchmark to evaluate how well machine learning models for atomic interactions translate quantum characteristics into macroscopic physical properties.

Engineering Technology & Innovation #Columbia Engineering #research #advanced materials #innovation
Technology & Innovation Chinese Academy of Sciences

Researchers Boost Hydrogen Production with Novel Covalent Organic Framework Photocatalyst

Researchers from the Ningbo Institute of Materials Technology and Engineering (NIMTE) of the Chinese Academy of Sciences (CAS), in collaboration with researchers from the Technical Institute of Physics and Chemistry of CAS, have developed a coumarin-linked covalent organic framework (COF) that enables high-efficiency photocatalytic water splitting for hydrogen production. The study was published i

Technology & Innovation Green Energy #Chinese Academy of Sciences #Research News #Green Energy #advanced materials #innovation
Technology & Innovation Tohoku University

Built-in Quantum Sensor Detects Bending Stress in Microscopic Devices

Micro-electromechanical systems (MEMS) are tiny devices used in technologies such as microphones, accelerometers, and biosensors. MEMS are highly useful, but prone to physical stress that affects their performance, stability, and reliability. Tracking this interference is important, but attaching a separate sensor to such a miniscule structure is no easy task. Researchers at Tohoku University deve

Technology & Innovation #Tohoku University #Research Releases #advanced materials #innovation
Technology & Innovation Tohoku University

New Route for Designing Topological Magnets Based on the Layer Number

Topological quantum materials combine unusual electronic states with properties such as magnetism or superconductivity, offering possibilities for future electronics and quantum technologies. Researchers at Tohoku University have now shown that changing the number of layers in a crystal can provide a systematic way to design topological magnets. The strategy builds on homologous series, families o

Technology & Innovation #Tohoku University #Research Releases #advanced materials #innovation
Technology & Innovation University of Maryland Robert H. Smith School of Business

Smith Grad Seldon Warner Among Poets & Quants’ 2026 MBAs to Watch

Seldon Warner, a combat veteran and deep‑tech strategist from Miles City, Montana, has been selected as one of Poets & Quants’ “ 2026 MBAs to Watch ,” representing the University of Maryland’s Robert H. Smith School of Business.

Technology & Innovation Business #University of Maryland Robert H. Smith School of Business #Poets & Quants #Full-Time MBA #Military and Veteran Affairs #[email protected] #advanced materials #innovation
Research News University of Cambridge

Cambridge researchers awarded European Research Council Starting Grants

The selected projects will cover a broad spectrum of research fields from life sciences and engineering to social sciences and humanities. The funding, worth €705 million in total, will support 421 early-career researchers.

Technology & Innovation #University of Cambridge #research #Funding #advanced materials #innovation
Technology & Innovation Tohoku University

Empowering Polymeric Materials Discovery with Artificial Intelligence

In the realm of materials science, there is a plethora of datasets and tools at our disposal - the issue is how to effectively make use of these resources in harmony. Researchers at the Advanced Institute for Materials Research (WPI-AIMR), Tohoku University, have identified major bottlenecks holding back artificial-intelligence-driven polymer innovation and created a system that integrates multipl

Technology & Innovation #Tohoku University #Research Releases #advanced materials #innovation
Environment & Climate Washington University in St. Louis

Shake it off

Imagine swimming in open water and feeling slime brush against your leg. Most people might shake it off without a second thought. But what if the surface of a boat could do the same? Researchers from Washington University in St. Louis’ McKelvey School of Engineering are about to find out, thanks to a $750,000 grant from the U.S. Department of Defense to develop materials that incorporate soft robo

Environment & Climate Technology & Innovation Engineering #Washington University in St. Louis #Newsroom #climate #decarbonization #advanced materials #innovation
Research News University at Albany

UAlbany Summer: Student Research Helps Scout Landing Sites in Race to Return to the Moon

UAlbany sophomore Collin Flynn spent his summer studying the electrical properties of moon soil in support of ongoing efforts to get humans back to the moon, thanks to a 10-week research opportunity provided through the College of Nanotechnology, Science, and Engineering's Summer Undergraduate Research Program.

Research Environment & Climate Technology & Innovation #University at Albany #research #climate #decarbonization #advanced materials #innovation
Technology & Innovation National University of Singapore

Building an AI Foundry to transform materials discovery

Prof Ong hopes the AI Foundry can compress discovery cycles for new materials from months or years to weeks. Professor Shyue Ping Ong wants AI to do more than predict whether a material might work. His vision is a discovery system that can propose new materials for a specific purpose, identify the most useful experiments to run, learn from every result and help scientists understand why a material

Fusion Energy Technology & Innovation #National University of Singapore #CDE Research News #Cde News #Research Impact #fusion #plasma physics #advanced materials #innovation
Technology & Innovation Queen Mary University of London

Quantum computers could give scientists a new way to explore the hidden behaviour of matter

Scientists could have a new way to explore the hidden behaviour of matter, thanks to research involving Queen Mary University of London that uses a quantum computer to carry out a new form of computational spectroscopy. Spectroscopy is an important scientific technique used to understand the properties of matter. By analysing how materials and molecules respond to energy or light, researchers can

Technology & Innovation #Queen Mary University of London #QMUL Latest News #Science And Engineering #advanced materials #innovation
Technology & Innovation Chinese Academy of Sciences

Temperature: A New Knob for Topological Properties of Materials

Spin-orbit coupling (SOC), an interaction between an electron ' s spin and its motion, plays a key role in creating topological insulators—unusual materials that are insulating in their interior but can conduct electricity along their surfaces. Now, a new study published in Newton finds that increas ing temperature weakens SOC in the topological insulator Bi 2 Se 3 , driving a transition to a norm

Technology & Innovation Quantum #Chinese Academy of Sciences #Research News #Quantum #advanced materials #innovation
Technology & Innovation Tohoku University

DigBat: An AI-Ready Digital Platform for Solid-State Battery Research

Developing safer solid-state batteries requires replacing flammable organic liquid electrolytes with solid-state electrolytes (SSEs) that can conduct ions well, remain stable, and have suitable mechanical properties. As interest in SSEs has grown, so has the volume of research in the field. However, the reported data remain scattered across the literature and vary widely in format and completeness

Technology & Innovation #Tohoku University #Research Releases #advanced materials #innovation
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