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Calculating the "fingerprints" of molecules with artificial intelligence

Researchers have developed an AI-powered approach to calculate molecular spectra using Graph Neural Networks (GNNs), significantly reducing computation time and improving accuracy. The SchNet model achieved a 20% increase in accuracy while reducing computational time, enabling the analysis of complex molecules like quantum dots.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalJournal of Chemical Theory and Computation·TypeComputational simulation/modeling·DateJun 14, 2022

Twin photons from unequal sources

Scientists have produced identical photons originating from different sources, a crucial step towards applications like quantum computing and secure communication. The researchers achieved this by using precise electric fields to tune the energy levels of quantum dots, resulting in 93% identical photons.

SourceUniversity of Basel·JournalNature Nanotechnology·DateJun 13, 2022

World’s first LED lights developed from rice husks

Researchers at Hiroshima University have created the world's first silicon quantum dot (QD) LED light using waste rice husks, offering an eco-friendly alternative to toxic semiconducting materials. The new method transforms agricultural waste into high-quality LED lights with high luminescence efficiency and low environmental impact.

SourceHiroshima University·JournalACS Sustainable Chemistry & Engineering·DateApr 11, 2022

New quantum dots for quantum networks

Researchers at Osaka University and National Research Council Canada create a gallium arsenide quantum dot that can trap individual electrons. The development could help advance the field of quantum networks by efficiently converting photons into electron spins.

SourceOsaka University·JournalJournal of Applied Physics·TypeExperimental study·DateApr 7, 2022

Intel and QuTech deliver first industrially manufactured qubit

Engineers from Intel and scientists from QuTech have successfully produced the first industrially manufactured qubit, leveraging industrial manufacturing facilities to overcome scalability hurdles. The achievement boasts high uniformity, few defects, and unprecedented device yield, paving the way for practical quantum computation.

SourceDelft University of Technology·JournalNature Electronics·TypeExperimental study·DateMar 30, 2022

Growing quantum dots in a regular arrangement

Scientists from Ruhr-University Bochum have improved the manufacturing process for quantum dots by creating a targeted arrangement on a wafer. The team discovered that the density of quantum dots was distributed concentrically due to the coating process, resulting in high-quality structures.

SourceRuhr-University Bochum·JournalNature Communications·DateMar 28, 2022

Quantum dots shine bright to help scientists see inflammatory cells in fat

Researchers at the University of Illinois created quantum dots to visualize macrophages in fat tissue, shedding light on chronic inflammation's role in diseases. The new technology enables accurate cell counting and tracking over time, offering a potential diagnostic tool for insulin resistance and metabolic syndrome.

‘Self-driving’ lab speeds up research, synthesis of energy materials

Researchers at NC State University have developed a 'self-driving lab' that uses artificial intelligence and fluidic systems to advance our understanding of metal halide perovskite nanocrystals. The technology can autonomously dope MHP nanocrystals, adding manganese atoms on demand, allowing for faster control over properties.

SourceNorth Carolina State University·JournalAdvanced Intelligent Systems·TypeExperimental study·DateMar 16, 2022

Swinging on the quantum level

Researchers from Münster, Bayreuth, and Berlin have proposed a new way of preparing quantum systems to generate single photon states. The proposed method uses a swing-up process in the quantum system to separate generated photons from exciting laser pulses, which is promising for applications.

SourceUniversity of Münster·JournalPRX Quantum·TypeComputational simulation/modeling·DateDec 21, 2021

Getting quantum dots to stop blinking

A team of chemists at MIT has developed a method to control the blinking phenomenon in quantum dots using mid-infrared laser light, eliminating intermittency for precise applications. This technique may also be applicable to other materials, enabling new uses in biological research and quantum information science.

SourceMassachusetts Institute of Technology·JournalNature Nanotechnology·DateNov 22, 2021

Nano dominoes with molecules

Researchers successfully manipulated a single molecule into an upright position and measured its stability, gaining insights towards fabricating electrical components and circuits at the atomic level. The findings have potential applications in creating ultrasensitive sensors, quantum dots, and quantum computers.

SourceForschungszentrum Juelich·JournalScience Advances·TypeExperimental study·DateNov 12, 2021

SMART researchers discover new way to generate light through use of pre-existing defects in semiconductor materials

SMART researchers have discovered a practical method to overcome current challenges in the manufacture of indium gallium nitride (InGaN) LEDs with considerably higher indium concentration. The new approach uses intrinsic defects in semiconducting materials to form quantum dots that emit long-wavelength light.

SourceSingapore-MIT Alliance for Research and Technology (SMART)·JournalACS Photonics·TypeExperimental study·DateOct 26, 2021

Quantum dots enable infrared lasing at room temperature for silicon photonics

Colloidal quantum dot technology enables infrared lasing at room temperature, paving the way for low-cost solution-processed and CMOS integrated lasing sources. The breakthrough discovery may facilitate fully integrated silicon photonics, enabling lower power consumption, higher data rates, and multi-spectral 3D imaging capabilities.

SourceICFO-The Institute of Photonic Sciences·JournalNature Photonics·TypeMeta-analysis·DateSep 29, 2021

Ultrathin quantum dot LED that can be folded freely as paper

Researchers at the Institute for Basic Science have developed a foldable quantum dot LED that can be transformed into various complex 3D structures, such as butterflies and pyramids. The technology employs selective laser-etching to create precise curvature lines, allowing for stable light-emitting performance even after repeated folding.

SourceInstitute for Basic Science·JournalNature Electronics·TypeExperimental study·DateSep 27, 2021

Nano ‘camera’ made using molecular glue allows real-time monitoring of chemical reactions

A team from the University of Cambridge developed a nano 'camera' that harnesses light within semiconductor nanocrystals to induce electron transfer processes, allowing for the real-time monitoring of chemical reactions. The platform can be used to study various molecules and their potential applications in renewable energy.

SourceUniversity of Cambridge·JournalNature Nanotechnology·TypeExperimental study·DateSep 2, 2021

Accessing high-spins in an artificial atom

Osaka University researchers demonstrate the readout of spin-polarized multielectron states composed of three or four electrons on a semiconductor quantum dot. This breakthrough may lead to quantum computers utilizing high-spin states, enabling faster and higher-capacity processing.

SourceOsaka University·JournalPhysical Review Letters·TypeExperimental study·DateAug 19, 2021

Atom swapping could lead to ultra-bright, flexible next generation LEDs

Researchers at the University of Cambridge have developed a new technique that enables the creation of ultra-bright, flexible LEDs with improved efficiency and low cost. By swapping one out of every thousand atoms, they tripled the luminescence of halide perovskites, which could be useful for low-cost printable and flexible LED lighting.

SourceUniversity of Cambridge·JournalJournal of the American Chemical Society·DateJun 7, 2021

Study of promising photovoltaic material leads to discovery of a new state of matter

Researchers at McGill University have gained new insight into the workings of perovskites, a semiconductor material that shows great promise for making high-efficiency, low-cost solar cells. They discovered a phenomenon known as quantum confinement occurs within bulk perovskite crystals, leading to the formation of 'quantum drops', whi...

SourceMcGill University·JournalPhysical Review Research·DateMay 26, 2021

Improving quantum dot interactions, one layer at a time

Researchers at Osaka City University have found a way to fine-tune quantum resonance in layered structures of quantum dots, leading to improved charge transport and potential applications in solar cells. The breakthrough involves controlling the distance between quantum dot layers using short ligands and polyelectrolytes.

SourceOsaka City University·JournalNature Communications·DateNov 20, 2020

Efficient valves for electron spins

Researchers at the University of Basel developed a new technique for efficient control and detection of electron spins in semiconductor devices. The spin valves can be controlled individually using nanomagnets, allowing for precise determination of electron spin orientation.

SourceUniversity of Basel·JournalCommunications Physics·DateAug 12, 2020