Machine learning hybrid dynamic best model selection algorithm for real-time fire prediction using IoT-enabled multi-sensor data in buildings
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Updates every hour. Last Updated: 3-Nov-2026 05:16 ET (3-Nov-2026 10:16 GMT/UTC)
A new review in Journal of Management Science and Engineering maps nearly five decades of climate adaptation economics, covering 6,248 studies from 1978 to 2025. It shows how households, firms, markets and governments adapt to climate risk, why adaptation and mitigation must be coordinated, and where future research needs better data, causal evidence and models of inequality.
Actinobacteria TFDB is an integrated database for Actinobacteria transcription factors (TFs). The platform provides a one-stop resource for analyzing TF characteristics, target genes, ligands, and posttranslational modifications to advance microbiology and synthetic biology research.
Researchers have developed a programmable genome evolution platform called RAMPAGE that rapidly generates beneficial mutations in the industrial yeast Pichia pastoris. The technology enabled the evolution of strains that tolerate extremely high methanol concentrations, grow at elevated temperatures, and overcome growth defects caused by glycoengineering. The platform could accelerate the development of more robust microbial cell factories for sustainable biomanufacturing.
Researchers have engineered a multifunctional gallium-doped bioactive glass that selectively kills osteosarcoma cells and prevents bacterial infections while promoting bone regeneration. By localized delivery of gallium ions, this innovative biomaterial disrupts iron metabolism in cancer cells, triggering programmed cell death without harming healthy bone tissue. It simultaneously provides a robust defense against hospital-acquired pathogens like Pseudomonas aeruginosa.
A nanosensor measured nitric oxide from patient-derived stem cells. Autism patients produced ~6nM, intellectual disability patients ~11nM, and healthy individuals ~65nM, despite sharing the same genetic mutation. This differential production suggests nitric oxide levels can distinguish autism from other neurodevelopmental disorders with overlapping causes, offering a potential biomarker for more precise diagnosis.
Autophagy plays a cell-specific, bidirectional role in neuropathic pain-protective in some contexts but potentially detrimental in others. This review maps the complex regulatory network across neurons, astrocytes, and microglia, and critically evaluates therapeutic strategies targeting this cellular process, offering a roadmap for developing precision treatments.
Homeostatic Medicine, as an emerging integrative discipline, is driving a profound shift in medical paradigms from the traditional "eradication of pathogenic factors" to the "restoration of inherent homeostasis" by decoding the core mechanisms of the body's self-regulation. This discipline redefines the essence of health and disease, offering a novel theoretical framework and clinical intervention strategies for disease prevention and treatment.