SIAT Research
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Nov 14, 2022Researchers Predict Unseen Antibodies Neutralizability via Adaptive GnnsThe proposed DeepAAI learns unseen antibody representation by constructing two adaptive relation graphs among antibodies/antigens and applying Laplacian smoothing between unseen and seen antibodies... Antibodies (Abs) opsonize and neutralize viruses, working as potent bio-pharmaceuticals in clinical treatments for their high specificity and affinity to antigens. However, most natural and synthet... -
Nov 07, 2022Synthetic Energy Metabolism Enables Twin Engine for Cell"Energy metabolic reprogramming demonstrates that despite extensive regulation of catabolism in yeast, it is still possible to rewire their energy metabolism," said Prof. YU. A research team led by Prof. YU Tao from the Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, has proposed a novel synthetic energy system that supports yeast cell growth and... -
Oct 28, 2022Researchers Design Soil-inspired Multifunctional Chemical System"The system is chemically, optically, and mechanically responsive with programmable properties," said Prof. LIN Yiliang, corresponding and first author of this study and currently an assistant prof... Soil is a dynamic system of microbe-material interactions and environmental responsiveness. The soil-microbe complex is an integrated and adaptable system that can reshape its state according to th... -
Oct 27, 2022Teaching AI to Accurately Colorize Marine Plankton Images"The development of IsPlanktonCLR provides a new artificial intelligence solution for ocean imaging instruments to obtain accurate and real observation results," said Dr. LI. "This provides new tec... Plankton are fundamental to the marine ecosystem and an indispensable means of modern marine ecological management. Since previous studies have shown that zooplankton are insensitive to long wavele... -
Oct 21, 2022New Strategy Enables Targeted Treatment of Rheumatoid ArthritisThese findings show that macrophage-biomimetic M@P-siRNAsT/I and their analogues assisted by PAI can provide a new strategy for RA diagnosis, treatment, and monitoring. The high level of reactive oxygen species (ROS) in the rheumatoid arthritis (RA) microenvironment and its persistent inflammatory nature can promote damage to joints, bones, and the synovium. Strat... -
Oct 19, 2022Researchers Demonstrate the Spatiotemporal Dynamic Changes in Brain LipidsThe joint team experimentally demonstrated the spatiotemporal dynamic changes in brain lipids during the acute phase after reperfusion in a mouse model of transient middle cerebral artery occlusion... Ischemic stroke is a leading cause of permanent disability worldwide. Reperfusion therapy (re-opening the artery) with the thrombolytic agent recombinant tissue-type plasminogen activator (rtPA) or... -
Sep 20, 2022Magnetic Field Enhances Generation of Synthetic BiogasThis study provides an environmentally friendly and sustainable strategy for the large-scale production of methane and hydrogen from agricultural waste. The development and utilization of rural biomass energy is an important strategy to reduce the use of fossil fuels and resulting carbon emissions.Agricultural waste such as straw and livestock manu... -
Sep 13, 2022Researchers Discover a New Type of Surface Lattice ResonanceThis work provides a new approach for achieving ultrahigh quality factors of Mie SLRs in dielectric metasurfaces. High-index dielectric nanostructures supporting electric and magnetic resonances have emerged as new building blocks in nanophotonics for novel functionalities. By periodically arranging these nano...