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Helmholtz-Zentrum Berlin für Materialien und Energie


Quantitative analysis of cell organelles with artificial intelligence

Researchers developed a convolutional neural network to identify structures in cryo-X-Ray-microscopy data, achieving high accuracy within minutes. The AI-based analysis method enables faster evaluation of 3D X-ray data sets and has potential applications in studying cell responses to environmental influences.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalProceedings of the National Academy of Sciences·TypeExperimental study·DateJul 18, 2023

Solar hydrogen: Barriers for charge transport in metal oxides

Researchers investigated the diffusion lengths of charge carriers in metal oxides and found that they are poorly understood. The study analyzed ten metal oxide compounds and found that their mobilities were very low compared to conventional semiconductors. However, heat treatment improved mobility in some materials.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalAdvanced Functional Materials·TypeExperimental study·DateJul 12, 2023

Fractons as information storage: Not yet quite tangible, but close

Researchers have modeled fractons, stationary quasiparticles, and found they are not visible even at absolute zero temperature due to quantum fluctuations. The team plans to develop a model to regulate these fluctuations, paving the way for experimental materials that could exhibit fractons.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalPhysical Review Letters·TypeComputational simulation/modeling·DateMay 26, 2023

Solid-state lithium-sulfur batteries: Neutrons unveil sluggish charge transport

Researchers observed lithium ions wandering within composite cathodes, revealing limitations in ion delivery that affect battery performance. The findings suggest a previously overlooked development bottleneck for solid-state battery development, highlighting the need to enhance ion transport within cathode composites.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalAdvanced Energy Materials·TypeExperimental study·DateApr 5, 2023

Green hydrogen: How photoelectrochemical water splitting may become competitive

Researchers have developed a method to reduce the energy payback time of photoelectrochemical water splitting, making it more sustainable and competitive. The approach involves producing not only green hydrogen but also methyl succinic acid, which can be used as an intermediate product.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalNature Communications·TypeComputational simulation/modeling·DateMar 20, 2023

Perovskite solar cells from the slot die coater - a step towards industrial production

A team of researchers at Helmholtz-Zentrum Berlin has developed a new method for producing perovskite solar cells using a slot die coater, resulting in high-power conversion efficiencies. The best cells were scaled up to mini-module size and tested for outdoor stability, showing promising results.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalAdvanced Energy Materials·TypeExperimental study·DateMar 16, 2023

Electrocatalysis under the atomic force microscope

Researchers have developed a new approach to correlative atomic force microscopy, allowing for the simultaneous measurement of electrocatalyst properties. This study focuses on nanostructured copper-gold electrocatalysts and provides insights into catalyst-electrolyte interfaces, enabling targeted optimization.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalJournal of the American Chemical Society·TypeExperimental study·DateMar 9, 2023

Electrocatalysis – Iron and Cobalt Oxyhydroxides examined at BESSY II

Scientists at Helmholtz-Zentrum Berlin examined the chemistry of Cobalt-Iron Oxyhydroxides using X-ray absorption spectroscopy. They discovered that iron is present in higher oxidation states than previously thought, which could lead to improved electrocatalysts for water splitting and carbon dioxide reduction.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalAdvanced Energy Materials·TypeExperimental study·DateFeb 17, 2023

New software based on Artificial Intelligence helps to interpret complex data

Researchers have developed a new software based on artificial intelligence that can help interpret complex data. The software, called disentangled variational autoencoder network (β-VAE), uses two neural networks to compress and reconstruct data, allowing humans to understand the underlying core principle without prior knowledge.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalScientific Reports·TypeData/statistical analysis·DateDec 20, 2022

Nanodiamonds can be activated as photocatalysts with sunlight

Researchers have discovered that nanodiamonds can emit solvated electrons in water when exposed to visible light, a crucial step towards using them as photocatalysts. This discovery could lead to the development of inexpensive and metal-free processes for converting CO2 into valuable hydrocarbons or converting N2 into ammonia.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalNanoscale·TypeExperimental study·DateNov 30, 2022

Photocatalysis: Processes in charge separation recorded experimentally

Scientists have recorded photocatalysis charge separation processes experimentally on Cu2O particles, revealing rapid electron transfer and slower hole trapping, enabling better understanding of photocatalytic water splitting limitations. The technique allows for spatiotemporal imaging of charge transfer in photocatalyst particles.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalNature·TypeExperimental study·DateNov 8, 2022

Environmental impact of perovskite-on-silicon solar PV modules lower than silicon alone

A recent study found that perovskite-on-silicon solar PV modules have 6-18% less environmental impact than traditional silicon modules over their 25-year lifetime. The tandem technology's higher power conversion efficiency compensates for its additional material and production costs.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalSustainable Energy & Fuels·TypeExperimental study·DateJul 12, 2022

Potential energy surfaces of water mapped for the first time

Researchers have successfully mapped the potential energy surfaces of individual water molecules in liquid water at room temperature and normal pressure. This breakthrough uses X-ray analysis and statistical modeling to reveal the complex behavior of water molecules, shedding light on their role as a solvent.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalProceedings of the National Academy of Sciences·TypeExperimental study·DateJul 8, 2022

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

Magnetic nanoparticles in biological vehicles individually characterized for the first time

A multidisciplinary research group uses magnetotactic bacteria to create nanomagnetic structures, which can be steered through the human body via external magnetic fields. They have developed a new method to measure the magnetic properties of individual nanomagnets in biological entities, enabling precise control over these structures.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalACS Nano·TypeExperimental study·DateMay 17, 2022

Perovskite solar cells: Properties still remain enigmatic

Researchers have tested experimentally two common hypotheses about the transport properties in perovskites, eliminating them as possible explanations for superior charge transport. Measurements by Maryam Sajedi did not show a giant Rashba effect or a postulated increase in effective mass for CsPbBr3 and MAPbBr3 samples.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalPhysical Review Letters·TypeExperimental study·DateApr 29, 2022

Solar hydrogen: Better photoelectrodes through flash heating

Scientists have created new photoelectrode materials with improved performance by rapidly heating metal-oxide thin films to high temperatures without damaging the underlying glass substrate. This breakthrough increases the efficiency of solar water splitting and has potential applications for producing 'green' hydrogen and quantum dots.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalACS Energy Letters·TypeExperimental study·DateApr 4, 2022

Quantum information theory: Quantum complexity grows linearly for an exponentially long time

Researchers proved a conjecture on quantum complexity growth, contradicting the Brown-Susskind intuition that complexity increases linearly for astronomically long times and then remains maximum. Instead, complexity grows linearly with time until it saturates at an exponential point related to system size.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalNature Physics·TypeComputational simulation/modeling·DateMar 28, 2022

Unravelling tautomeric mixtures: RIXS at BESSY II allows to see clearly

A team of scientists successfully investigated the electronic structure of tautomeric mixtures using inelastic X-ray scattering (RIXS) at BESSY II. They can now experimentally separate the signal of each individual molecule, providing detailed insight into their functionality and chemical properties.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalThe Journal of Physical Chemistry Letters·TypeExperimental study·DateMar 17, 2022

Unveiling the secrets of biofilms at lightsource BESSY II

Researchers studied Bacillus subtilis biofilms using X-ray diffraction and fluorescence, finding that calcium ions accumulate in the matrix while zinc, manganese, and iron ions accumulate along wrinkles. These findings suggest a link between structure, nutrients, water, and bacterial behavior.

SourceHelmholtz-Zentrum Berlin für Materialien und Energie·JournalProceedings of the National Academy of Sciences·TypeExperimental study·DateJan 31, 2022