News from China
Updates every hour. Last Updated: 27-Oct-2026 12:16 ET (27-Oct-2026 16:16 GMT/UTC)
Resistivity-enhanced multi-physics machine learning framework for dynamic stress prediction in high sensitive UHPC
SciOpenPeer-Reviewed Publication
The stress concentration and damage evolution of ultra-high performance concrete (UHPC) under long-term dynamic loading are difficult to monitor in real time, as conventional sensors suffer from poor durability, high cost, and incompatibility with matrix deformation. Recently, a team from the University of Shanghai for Science and Technology developed a machine learning framework that significantly improves dynamic compressive stress prediction in high-sensitivity ultra-high performance concrete (HS-UHPC) by incorporating electrical resistivity as a key input parameter. Using three machine learning algorithms—double-layer neural network, boosting tree, and squared exponential Gaussian process regression (SE-GPR)—the team demonstrated that adding resistivity measurements alongside traditional displacement data enhances predictive accuracy, with the SE-GPR model achieving an R² of 0.85 and reducing mean absolute error by 41.1% compared to displacement-only models. The core innovation is using electrical resistivity to directly capture load‑induced microstructural changes, overcoming the damage‑detection limitations of traditional strain or displacement measurements. This provides a new theoretical basis for intelligent monitoring of self‑sensing concrete.
- Journal
- Lifeline Emergency and Safety
Regulatory T cells shape immune escape in liver metastases across cancer types
First Hospital of Jilin University- Journal
- eGastroenterology
Historical climate and geography shaped the phylogeography of a rare mycoheterotrophic herb in subtropical China
South China Botanical Garden, Chinese Academy of SciencesPeer-Reviewed Publication
This study reveals that geographic isolation and Quaternary climatic fluctuations jointly drove genetic differentiation and multiple glacial refugia of the fully mycoheterotrophic herb Burmannia nepalensis, with recent human activity causing population decline.
- Journal
- Biological Diversity
- Funder
- Guangdong Provincial Special Fund for Natural Resource Affairs on Ecology and Forestry Construction, Fund of Guangxi Key Laboratory of Plant Conservation and Restoration Ecology in Karst Terrain, National Natural Science Foundation of China
Investigating the effects of high-volume fly ash on early-age characteristics and hardening properties of concrete
SciOpenPeer-Reviewed Publication
A research team investigated how high-volume fly ash replacement affects concrete’s early-age characteristics and hardening properties. Tests with 0%–60% fly ash replacing cement show that fly ash improves flowability but delays early hydration. While early strength drops with higher fly ash, 10%–40% replacement delivers superior long-term mechanical performance. The team recommends 40% fly ash as the optimal cement replacement, balancing environmental sustainability, cost efficiency, and structural performance for green concrete engineering.
- Journal
- Lifeline Emergency and Safety
Turning white fat brown: How electroacupuncture reprograms obese metabolism
Maximum Academic PressTiny gestures, big signals: AI learns to read hidden emotion
Maximum Academic PressPeer-Reviewed Publication
- Journal
- Machine Intelligence Research
Why spring may undercut childhood obesity programs
Zhejiang UniversityPeer-Reviewed Publication
- Journal
- World Journal of Pediatrics
How do variable-load UAVs achieve precise trajectory tracking?
Higher Education PressVariable-load unmanned aerial vehicles (UAVs) are key tools in smart agriculture, particularly playing a vital role in the prevention and control of crop pests and diseases. Equipped with pesticide spraying equipment, these quadrotor UAVs offer advantages such as high operating speed, low risk of chemical drift, and improved crop coverage, making them widely used in agricultural plant protection. However, during spraying operations, the pesticide liquid gradually diminishes over time, leading to continuous changes in the UAV's overall mass, center of gravity position, and moment of inertia.
- Journal
- Frontiers of Agricultural Science and Engineering
Which method is more accurate for simulating pH dynamics in neutral vs. acidic purple soils?
Higher Education PressSoil acidification is one of the pressing issues confronting global farmland today. Studies indicate that approximately 40% of farmland soils worldwide are at risk of acidification. In China, the topsoil pH of major croplands has decreased by an average of 0.5 units between 1980 and 2000, largely attributed to excessive chemical fertilizer application and atmospheric acid deposition.
- Journal
- Frontiers of Agricultural Science and Engineering