Reinforcement Learning for Assessing Route Instruction Usability in Complex Indoor Spaces by Reza Arabsheibani (14244716)

“…Our results show that RL agents successfully learn to navigate even with incomplete instructions, significantly outperforming random agents. Agents trained on diverse environments generalize well to novel settings, although performance decreases with higher environmental complexity and finer-grained instruction grammars when instructions are incomplete. …”

Soil viral and microbial interactions facilitate microbial necromass carbon accumulation in the semiarid typical steppe under altered precipitation_Research Data by Cui Han (15263150)

“…The results showed that decreased precipitation significantly reduced microbial necromass carbon (BNC, MNC, and BNC/MNC) and their relative contributions to SOC (BNC/SOC and MNC/SOC), whereas increased precipitation had relatively weaker effects. …”

Error-Bar graph. by Haichao Li (225035)

“…Results show that SIDFM reduces navigation errors by 12.09% at low acceleration and 11.43% at high acceleration while also significantly decreasing positioning errors. These improvements enhance the stability, precision, and safety of AGVs in dynamic manufacturing environments. …”

Image 1_Human beta defensin-2 protects the epithelial barrier during methicillin-resistant Staphylococcus aureus infection in chronic rhinosinusitis with nasal polyps.tif by Tengfei Tian (1793545)

“…The presence of hBD-2 significantly reduced the invasive ability of MRSA in HNECs. …”

Data Sheet 1_α-methyltryptophan-mediated protection against diabetic nephropathy in db/db mice as studied with a metabolomics approach.docx by Aimin Cai (6190532)

“…</p>Results<p>The results of the study demonstrated that α-MT significantly reduced the urinary excretion of albumin and creatinine, improved kidney function, and decreased renal fibrosis in db/db mice. …”

Data Sheet 1_Influence of the polysaccharide capsule on virulence and fitness of Klebsiella pneumoniae.pdf by Lisa Zierke (20682053)

“…Infections of Galleria mellonella larvae showed a significantly decreased virulence potential of the CPS-deficient mutant.…”

Design, synthesis and biological evaluation of marine naphthoquinone-naphthol derivatives as potential anticancer agents by Yujuan Li (554062)

“…Further mechanistic studies revealed that compound <b>13</b> significantly induced cell apoptosis by increasing the expression levels of cleaved caspase-3 and reducing Bcl-2 proteins through downregulating the EGFR/PI3K/Akt signalling pathway, leading to the inhibition of proliferation in HCT116 and PC9 cells. …”

mAP0.5 Curves of various models. by Yaojun Zhang (389482)

“…Significantly, deploying YOLOv8n-BWG on drones yielded promising outcomes in smoke detection, offering innovative approaches and insights for effective smoke monitoring practices.…”

Supplementary Material for: A common variant in NID1 gene associated with the prognosis of heart failure by figshare admin karger (2628495)

“…Western blot analysis demonstrated that the protein level of NID1 was significantly higher in the rs3738530-T allele compared to the A allele (P < 0.05). …”

Data Sheet 12_Unravelling the impact of SARS-CoV-2 on hemostatic and complement systems: a systems immunology perspective.pdf by Didar Murad (12220805)

“…We explored that the decreased levels of complement factor H and C1-inhibitor significantly elevate these components, whereas tissue factor pathway inhibitor and alpha-2-macroglobulin have more modest effects. …”

Network loss function change diagram. by Yaojun Zhang (389482)

“…Significantly, deploying YOLOv8n-BWG on drones yielded promising outcomes in smoke detection, offering innovative approaches and insights for effective smoke monitoring practices.…”

Image 14_RBM15-mediated metabolic reprogramming boosts immune response in colorectal cancer.jpeg by Chen Wang (88408)

“…In vivo, RBM15 depletion significantly delayed tumor progression and enhanced CD8⁺ T cell infiltration and activation in the tumor microenvironment.…”

Dust particle flow trace diagram. by Yuxuan Liu (349237)

“…Results indicate that installing a return pipe significantly reduces dust overflow caused by impact airflow during blanking. …”

Image 5_Comparative genomics and metabolomics reveal phytohormone production, nutrient acquisition, and osmotic stress tolerance in Azotobacter chroococcum W5.tif by M. Elakkya (21760439)

“…Wheat seed inoculation significantly enhanced germination metrics, seedling vigor, and altered carbohydrate metabolism in the seed endosperm. …”

Discrete phase parameter setting. by Yuxuan Liu (349237)

“…Results indicate that installing a return pipe significantly reduces dust overflow caused by impact airflow during blanking. …”

Data Sheet 3_Unravelling the impact of SARS-CoV-2 on hemostatic and complement systems: a systems immunology perspective.csv by Didar Murad (12220805)

“…We explored that the decreased levels of complement factor H and C1-inhibitor significantly elevate these components, whereas tissue factor pathway inhibitor and alpha-2-macroglobulin have more modest effects. …”

Comparative diagrams of different indicators. by Yaojun Zhang (389482)

“…Significantly, deploying YOLOv8n-BWG on drones yielded promising outcomes in smoke detection, offering innovative approaches and insights for effective smoke monitoring practices.…”

Supplementary file 1_Metabolic insights into hypoxia adaptation in adolescent athletes at different altitudes: a cross-sectional study.docx by Carlos A. R. Sánchez (21288050)

“…Lipid metabolism was significantly altered in moderate-altitude athletes, including pathways such as linolenic and linoleic acid, sphingolipid, and arachidonic acid, as well as processes involving the transfer of acetyl groups into mitochondria and fatty acid biosynthesis. …”

Image 2_Comparative genomics and metabolomics reveal phytohormone production, nutrient acquisition, and osmotic stress tolerance in Azotobacter chroococcum W5.tif by M. Elakkya (21760439)

“…Wheat seed inoculation significantly enhanced germination metrics, seedling vigor, and altered carbohydrate metabolism in the seed endosperm. …”

Image 2_Modulation of VR-HMD-induced cybersickness using cathodal transcranial direct current stimulation: a functional near-infrared spectroscopy study.jpeg by Seong Ho Yun (22686965)

“…Results showed that cathodal tDCS significantly reduced nausea-related cybersickness symptoms compared to sham stimulation (p < 0.05). fNIRS analysis revealed decreased oxyhemoglobin concentrations in the bilateral superior parietal lobule and angular gyrus following cathodal tDCS, indicating reduced cortical activity in these regions. …”