Machine learning accelerates search for longer-lasting materials for solar cells
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Updates every hour. Last Updated: 30-Oct-2026 09:17 ET (30-Oct-2026 13:17 GMT/UTC)
A review paper by scientists from Beijing Institute of Technology reviewed the theoretical foundations, key technologies, innovative applications, and future challenges of autonomous robots in precise drug delivery, a field with revolutionary potential.
The new research paper, published on Jun. 29 in the journal Cyborg and Bionic Systems, provided a hierarchical, function‑oriented framework that directly links microrobot design to the progressive physiological barriers encountered in vivo, from accessible body cavities to the most challenging immune‑privileged sites.
Methane (CH₄), a potent greenhouse gas, contributes significantly to climate forcing. While urban green infrastructure, such as green roofs, offers many environmental benefits, their capacity to mitigate CH₄ emissions has remained largely unexplored. New findings demonstrate that incorporating biochar, a carbon-rich material, into engineered green roof substrates substantially boosts their ability to absorb atmospheric methane. This discovery offers a promising avenue for strengthening climate resilience in urban environments.
Green Roofs: Beyond Aesthetics to Climate Action
Green roofs are gaining recognition for moderating building energy use, managing stormwater, and supporting urban biodiversity. They also act as important carbon sinks by storing carbon in vegetation and substrates. However, the exchange of non-CO₂ greenhouse gases, particularly CH₄, from these systems has received limited attention. Traditional green roof substrates, often rich in organic matter, can even promote localized CH₄ production. Quantifying and enhancing CH₄ exchange in these engineered systems is essential for maximizing their climate benefits.
Researchers from the Institute of Science and Technology Austria (ISTA) are presenting two papers at this year's SIGGRAPH in Los Angeles—a leading annual computer graphics conference organized by the Association for Computing Machinery (ACM). One paper introduces new methods for texturing highly deformable surfaces, and the other proposes a faster, more precise way to compute geometric properties of shapes. Both show how to boost graphics accuracy while cutting computational cost, with potential applications across video gaming, visual effects, and simulation.