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Study raises concerns about AI health-prediction models trained on unreliable datasets

Researchers at QUT and AusHSI found two widely downloaded health datasets to have unknown origins, raising questions about their authenticity and suitability for clinical research. The study assessed the datasets using the internationally recognized TRIPOD+AI reporting framework and scored 0 out of 9 on essential data-provenance criteria.

SourceQueensland University of Technology·JournalBMC Medicine·DateJul 8, 2026

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

Breakthrough in materials science: AI reveals secrets of dendritic growth in thin films

A new AI model developed by Tokyo University of Science's researchers predicts dendritic growth in thin films, offering a powerful pathway for optimizing thin-film fabrication. The model analyzes morphology using persistent homology and machine learning with energy analysis, revealing conditions that drive branching behavior.

SourceTokyo University of Science·JournalScience and Technology of Advanced Materials Methods·TypeExperimental study·DateMar 19, 2025

After sexual misconduct accusations, scholars’ work is cited less

A study published in PLOS One found that scholars accused of sexual misconduct experience a significant decrease in citation rates, unlike those accused of scientific misconduct. Non-academics also reported greater aversion to citing works of accused scholars with sexual misconduct accusations.

SourcePLOS·JournalPLOS One·TypeObservational study·DateMar 5, 2025

New photon-avalanching nanoparticles could enable next-generation optical computers

Researchers developed new photon avalanching nanoparticles that exhibit high nonlinearities, overcoming challenges in realizing intrinsic optical bistability at the nanoscale. The breakthrough paves the way for fabricating optical memory and transistors on a nanometer scale comparable to current microelectronics.

SourceDOE/Lawrence Berkeley National Laboratory·JournalNature Photonics·TypeExperimental study·DateFeb 26, 2025

Hidden transport pathways in graphene confirmed, paving the way for next-generation device innovation

Researchers from Pohang University of Science & Technology confirm the existence of hidden transport pathways in graphene, which enables faster and more efficient data handling. The study sheds light on the 'Valley Hall Effect' and its role in nonlocal resistance, providing crucial insights for advancing valleytronics device design.

Nano-patterned copper oxide sensor for ultra-low hydrogen detection

Researchers developed a nano-patterned copper oxide sensor to detect hydrogen at low concentrations, outperforming previous CuO-based sensors. The sensor detects hydrogen concentrations as low as 5 parts per billion and responds quickly, making it suitable for leak detection and ensuring safe adoption of hydrogen technologies.

SourceInstitute of Science Tokyo·JournalAdvanced Functional Materials·TypeExperimental study·DateNov 22, 2024

Pusan National University researchers develop fast-responding colorimetric sensor with expanded color gamut for real-time monitoring

Researchers at Pusan National University developed a fast-responding colorimetric sensor with an expanded color gamut, capable of detecting humidity and other environmental changes in real-time. The sensor outperforms previous designs with a wide color representation and rapid responsiveness.

SourcePusan National University·JournalOptica·TypeExperimental study·DateOct 17, 2024

UTA study suggests simple steps may improve team ethics

A UT Arlington study suggests that speaking up is key to ethical decision-making in research groups. The researchers found that fostering an environment where everyone feels empowered to voice concerns can help prevent unethical behavior. An 'ethical champion' who steps up to speak out against potential issues was a common finding.

SourceUniversity of Texas at Arlington·JournalScience and Engineering Ethics·TypeObservational study·DateSep 30, 2024

A new “metal swap” method for creating lateral heterostructures of 2D materials

A team of researchers from Tokyo University of Science employed a new 'transmetallation' technique to synthesize lateral heterojunctions of 2D coordination nanosheets. The method enables the creation of ultrathin electronic devices with unique properties, paving the way for innovative devices.

SourceTokyo University of Science·JournalAngewandte Chemie International Edition·TypeExperimental study·DateFeb 8, 2024

Thermal impact of 3D stacking photonic and electronic chips

The study found that 3D integration can lead to significant heat spreading and crosstalk, reducing heater efficiency by up to -43.3% and increasing thermal crosstalk by up to +44.4%. However, optimizing design variables, such as spacing between µbumps and interconnect linewidth, can minimize the thermal penalty of 3D integration.

SourceSPIE--International Society for Optics and Photonics·JournalJournal of Optical Microsystems·DateDec 7, 2023

Gwangju Institute of Science and Technology researchers develop highly efficient organometal halide perovskite photoelectrodes for water splitting

Researchers have developed a highly efficient organometal halide perovskite photoanode that suppresses internal and external losses associated with photoelectrochemical water splitting, enhancing reaction kinetics. The new design achieves an unprecedented applied bias photon-to-current conversion efficiency of 12.79%.

SourceGIST (Gwangju Institute of Science and Technology)·JournalAdvanced Energy Materials·TypeExperimental study·DateAug 9, 2023

New study unveils vertically oriented 2D ruddlesden–popper phase perovskite passivation layer for efficient and stable inverted PSCS

Researchers have developed a vertically oriented 2D Ruddlesden–Popper phase perovskite passivation layer for efficient and stable inverted PSCs. The new design achieved a champion PCE of 21.4% in devices with outstanding humidity and thermal stability.

SourceUlsan National Institute of Science and Technology(UNIST)·JournalEnergy & Environmental Science·DateOct 20, 2022

Towards higher nanopatterning resolution with molecules that fill nanogaps better

A research group from Tokyo University of Science has discovered molecular features that govern the filling process at nanoscales, enabling finer resolutions in ultraviolet nanoimprint lithography. The findings provide valuable insights for guiding the selection and design of optimized resists for sub-10 nm resolution.

SourceTokyo University of Science·JournalNanomaterials·TypeComputational simulation/modeling·DateAug 8, 2022

Low-temperature crystallization of phase-pure α-formamidinium lead iodide enabled by study

A combined molecular dynamics and experimental study reveals a two-step process that enables the formation of phase-pure α-FAPbI3 at lower temperatures. The researchers used metadynamics to simulate the transformation from PbI2 to perovskite, which was confirmed by in situ x-ray and thin-film experiments.

Wafer-scale production of graphene-based photonic devices

Researchers from Graphene Flagship partners developed a wafer-scale fabrication method for graphene-based photonic devices, enabling automation and paving the way to large-scale production. The technique allows for integration into silicon wafers, offering ultra-broadband communications and ultra-high mobility of carriers.

SourceGraphene Flagship·JournalACS Nano·DateFeb 11, 2021

Angstrom multilayer metrology by combining spectral measurements and machine learning

Researchers have developed a new method to accurately characterize the thickness of hundreds-layer semiconductor devices using optical spectral measurements and machine learning. The technique can determine layer thickness with an average error of 1.6 Å, helping control etching and deposition processes.

Creating miracles with polymeric fibers

A team of researchers from University College London has developed a new method for fabricating polymeric nanofibers and microfibers without the use of electric fields. The technique, called pressure gyration, produces thinner and more consistent fibers than traditional centrifugal spinning methods.

SourceAmerican Institute of Physics·JournalApplied Physics Reviews·DateOct 15, 2019

NIST illuminates transfer of nanoscale motion through microscale machine

Researchers at NIST measured the transfer of motion through a microelectromechanical system at nanometer and microradian scales. The study found that play in the joint between links was crucial for the motion's precision, making these systems more reliable. However, adding electrical noise or atmospheric humidity degraded performance.

SourceNational Institute of Standards and Technology (NIST)·JournalMicrosystems & Nanoengineering·DateSep 12, 2016

Vitamin D supplements could fight Crohn's disease

A new study published in Journal of Biological Chemistry found that Vitamin D deficiency can contribute to Crohn's disease. The researchers discovered that Vitamin D acts directly on genes involved in fighting intestinal bacteria and immune responses. Siblings of patients with Crohn's disease may benefit from ensuring they are vitamin ...

SourceMcGill University Health Centre·JournalJournal of Biological Chemistry·DateJan 27, 2010