Smarter sensors save time and energy
Peer-Reviewed Publication
Updates every hour. Last Updated: 7-Jun-2026 16:16 ET (7-Jun-2026 20:16 GMT/UTC)
Modern optical sensors passively collect data, which is then exported for analysis. Researchers at Texas A&M University are developing optical sensors that can compress and analyze their own data, saving time, money and energy.
Proteins change shape as they function, and these changes are essential for processes such as drug interactions and cellular activity. Researchers from the Tokyo University of Science developed an AI-based method called DeepAFM that is trained on millions of simulated images representing different protein states, accurately identifying transitions between closed and open states in a protein called SecA. This approach highlights the growing potential of AI to solve complex challenges in biology and medicine.
Recent advances in grayscale lithography have significantly expanded its capabilities for three-dimensional micro- and nanofabrication, offering distinct advantages over conventional binary lithography for the realization of complex integrated devices. This technology has enabled high-resolution 3D structuring in applications such as microlens arrays, blazed gratings, microfluidic systems, MEMS, and biomimetic interfaces. Nevertheless, existing methods remain fundamentally limited in vertical resolution—typically from the micrometer scale down to tens of nanometers—leaving grayscale patterning at the nanometric and even Ångström levels largely unexplored.
In this work, researchers report a probe-guided laser direct writing (PG-LDW) approach capable of fabricating multi-level step structures with step heights of ~2 Å. This resolution surpasses the current benchmark of 6 nm achieved by grayscale electron beam lithography, thereby breaking the long-standing resolution barrier. By employing probe-guided surface focusing in combination with laser power modulation, they achieve controlled material removal without photoresist masks or dry etching processes, thus eliminating contamination and etch-induced distortions. The process is performed under ambient conditions, allowing direct writing of complex patterns into 2D materials. The structural and chemical modifications were systematically characterized using in situ atomic force microscopy (AFM), Raman spectroscopy, and X-ray photoelectron spectroscopy (XPS). Moreover, the integrated AFM capability of the probe further allows iterative multi-pass processing with real-time feedback and precise rewriting. This probe-guided laser lithography technique provides high-fidelity, sub-nanometer vertical-step resolution in a resist-free context, opening new opportunities for the down-scaling fabrication of next-generation nanophotonic, nanoelectronic, and biomimetic devices.
To address the long-standing challenges of difficult mass-production and low phase purity in high-entropy sodium vanadium fluorophosphates (HE-NVPF), this study developed a microfluidic system integrated with in-situ Raman spectroscopy. This setup allows for the high-throughput optimization of reaction conditions, achieving an iteration efficiency 400 times higher than traditional methods. Based on these insights, the author developed a microfluidic-assisted spray drying technique, enabling the kilogram-scale production of various HE-NVPF cathode materials . The resulting cathodes demonstrate record-breaking rate performance in sodium-ion batteries, proving the universal potential of this microfluidic synthesis platform.
- Achieving an international conservation target to protect almost a third of the world’s land and sea in the next four years could directly affect the lives of almost half the people on the planet, finds a new report.
- The study is the first to consider the social implications of the target at the global level.
- Supporting the people who live near areas that could be designated for nature - financially and otherwise - is vital for success.