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Hanbat National University researchers reveal physics-informed AI for rapid optimization of thermal energy storage systems

Researchers at Hanbat National University developed a hybrid physics-informed neural network framework for optimization of latent heat thermal energy storage systems. The framework enables rapid, autonomous design optimization by teaching the AI model governing laws of physics.

SourceHanbat National University Industry–University Cooperation Foundation·JournalJournal of Energy Storage·TypeComputational simulation/modeling·DateAug 17, 2026

Rice physicists probe quark‑gluon plasma temperatures, helping paint more detailed picture of big bang

A research team led by Frank Geurts measured quark-gluon plasma temperatures at various stages of its evolution, providing critical insights into a state of matter believed to have existed just microseconds after the big bang. The study revealed two distinct average temperatures depending on the mass range of dielectron pairs, indicati...

SourceRice University·JournalNature Communications·DateOct 14, 2025

New material design strategy unlocks magnetic tunability in quasicrystal approximants

Researchers develop a method to transform spin-glass-like quasicrystals into ferromagnetic materials with tunable magnetic properties and strong magnetocaloric response. The technique enables expanded electron-to-atom ratios, unlocking new possibilities for designing high-performance magnetic refrigeration materials.

SourceTokyo University of Science·JournalJournal of the American Chemical Society·TypeExperimental study·DateAug 27, 2025

Drexel engineers want to make buildings more energy efficient by making walls, floors and ceilings more like elephant ears

Drexel engineers create vascular network within cement-based building materials that can help passively regulate surface temperature, reducing energy loss in buildings. The approach is inspired by nature's circulatory system and uses phase-change material to maintain a desired indoor temperature.

SourceDrexel University·JournalJournal of Building Engineering·TypeExperimental study·DateJul 16, 2025

38% of the annual electricity consumption of Vitoria-Gasteiz could be produced by fitting photovoltaic panels onto the city’s rooftops

Researchers from the University of the Basque Country have developed a high-precision methodology to measure rooftop energy potential in Vitoria-Gasteiz. The study found that 50% of rooftops are viable for solar energy generation, enabling 38% of annual electricity consumption to be produced

SourceUniversity of the Basque Country·JournalEnergy and Buildings·DateApr 28, 2025

Unlocking the potential of 4.7 V solid-state 18650 cylindrical lithium metal batteries: A leap forward in long cycle-life and safety

Researchers develop a gel polymer electrolyte with a localized high-concentration solvation structure, enabling solid-state batteries to operate at 4.7 V with high energy density and cycling stability. The new electrolyte also exhibits exceptional safety characteristics, including no electrolyte leakage or combustion.

SourceScience China Press·JournalNational Science Review·TypeExperimental study·DateApr 17, 2025

Physics reveals the optimal roof ratios for energy efficiency

Researchers found that roofs with shorter peak heights (less than three feet) should be wider to minimize heat loss, while taller peaks require equilateral triangles with a specific height-to-width ratio. These findings are similar to those seen in ancient architecture across the world.

SourceDuke University·JournalInternational Communications in Heat and Mass Transfer·TypeObservational study·DateApr 14, 2025

Breakthrough in low-power neuromorphic computing: novel 2D phase-transition memristor achieves ultrafast and energy-efficient switching

Researchers developed a novel 2D phase-transition memristor leveraging intrinsic ion migration to overcome existing device limitations. The device achieves record-low power consumption, ultrafast switching speed, and exceptional endurance, making it suitable for high-speed computing applications.

SourceScience China Press·JournalScience Bulletin·DateApr 11, 2025

New AI tool set to speed quest for advanced superconductors

A new study published in Newton uses artificial intelligence to identify complex quantum phases in materials, significantly speeding up research into quantum materials. The breakthrough applies machine-learning techniques to detect clear spectral signals, allowing for a fast and accurate snapshot of phase transitions.

SourceEmory University·JournalNewton·TypeComputational simulation/modeling·DateApr 10, 2025

IEEE study leverages silicon photonics for scalable and sustainable AI hardware

A new hardware platform for AI accelerators capable of handling significant workloads with reduced energy requirement has been developed. The platform leverages III-V compound semiconductors to create photonic integrated circuits, which operate at the speed of light with minimal energy loss.

SourceInstitute of Electrical and Electronics Engineers·JournalIEEE Journal of Selected Topics in Quantum Electronics·TypeComputational simulation/modeling·DateApr 10, 2025

Making the physics of glass more transparent

Koun Shirai bridges conventional physics and nonequilibrium materials to provide robust thermodynamic description of glasses. He redefines equilibrium as energy extraction impact, allowing tools of thermodynamics to apply to glasses.

SourceOsaka University·JournalFoundations·TypeObservational study·DateApr 6, 2025

Diagnosing a dud may lead to a better battery

A team of chemists from Virginia Tech found a way to visualize the intricate structure and chemical reactions of battery interfaces using an X-ray beam line. This breakthrough enables researchers to gain better control over these critical surfaces, potentially leading to cheaper, higher performance batteries.

SourceVirginia Tech·JournalNature Nanotechnology·DateApr 1, 2025

The quest for room-temperature superconductors

Physicists at Queen Mary University of London have discovered that room-temperature superconductivity may be theoretically possible within the laws of our Universe. The research reveals that fundamental constants such as electron mass and Planck constant govern the upper limit of superconducting temperature, which comfortably includes ...

SourceQueen Mary University of London·JournalJournal of Physics Condensed Matter·DateMar 5, 2025

Incheon National University study pioneers breakthrough in wireless charging technology

Researchers at Incheon National University have pioneered a novel resonant tuning rectifier (RTR) for parallel compensated receivers in wireless power transfer. The RTR enhances efficiency via dynamic frequency adaptation, reducing circuit impedance and minimizing interference with other devices.

SourceIncheon National University·JournalIEEE Transactions on Industrial Electronics·TypeExperimental study·DateFeb 19, 2025

Revolutionizing energy-efficient smart windows: A flexible dual-band electrochromic device with energy storage

Researchers have developed a flexible dual-band electrochromic device that integrates energy storage, reducing building energy consumption. The device offers excellent performance in various climate zones, providing substantial energy savings through selective modulation of light and heat across multiple wavelengths.

SourceShanghai Jiao Tong University Journal Center·JournalNano-Micro Letters·TypeExperimental study·DateFeb 18, 2025

Long-term decline in downward surface solar radiation

A recent study reveals a significant long-term decline in downward surface solar radiation globally, with significant decadal variations observed over land. The research highlights the role of water vapor in DSSR changes, which was previously overlooked, and shows that future DSSR changes will depend heavily on emission scenarios.

SourceScience China Press·JournalNational Science Review·DateFeb 17, 2025

Graphite production gets a makeover

Researchers at Texas A&M University have developed a new catalytic graphitization technology to convert petroleum coke into graphite, reducing emissions and cost associated with conventional synthetic graphite production. The process uses lower temperatures and shorter times, making it more sustainable and efficient.

Chung-Ang University achieves dual-purpose breakthrough: Turning water into electricity while detecting fires

Researchers at Chung-Ang University have developed a novel hydrovoltaic device that can produce up to a few tens of microwatts and responds quickly to evaporation-driven changes in water flow, making it suitable for fire detection. The device also exhibits excellent stability over extended periods.

SourceChung Ang University·JournalChemical Engineering Journal·TypeExperimental study·DateJan 22, 2025

Enhancing thermal dissipation in amorphous silicon metasurfaces via laser-induced crystallization

Researchers propose a method to enhance thermal conductance properties of amorphous silicon metasurfaces through laser-induced crystallization, reducing temperature rises by up to 52%. Simulations show excellent light manipulation capabilities in both amorphous silicon and polysilicon metasurfaces.

SourceAdvanced Devices & Instrumentation·JournalAdvanced Devices & Instrumentation·TypeNews article·DateJan 14, 2025

CNIO and CNIC research identifies a key protein for ‘burning’ fat

A new mechanism by which brown fat is converted into heat has been identified, revealing a potential target for treating obesity and related metabolic diseases. The MCJ protein plays a crucial role in this process, protecting against health problems associated with obesity such as diabetes and increased blood lipids.

SourceCentro Nacional de Investigaciones Oncológicas (CNIO)·JournalNature Communications·TypeExperimental study·DateJan 13, 2025

Innovative smart window technology balances heat and visibility control

A new smart window technology combines liquid crystals with nanoporous microparticles and a patterned vanadium dioxide layer to simultaneously control visible light and infrared radiation. The device offers fast, efficient heat and visibility management, marking a significant step forward in energy-efficient building design.

SourceSPIE--International Society for Optics and Photonics·JournalJournal of Photonics for Energy·DateJan 9, 2025

A new ultrathin conductor for nanoelectronics

Researchers at Stanford University have discovered a new class of conductors made from niobium phosphide that can conduct electricity better than copper in films as thin as a few atoms. This breakthrough could lead to more powerful and efficient electronics, reducing energy consumption and heat loss.

SourceStanford University·JournalScience·DateJan 8, 2025

Revolutionizing heat management with high-performance cerium oxide thermal switches

A research team at Hokkaido University developed novel cerium oxide-based thermal switches, surpassing prior benchmarks with high efficiency and sustainability. The switches feature a new benchmark for electrochemical thermal switches, offering broad applications in industries such as electronics cooling and renewable energy systems.

SourceHokkaido University·JournalScience Advances·TypeExperimental study·DateJan 1, 2025