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. …”

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. …”

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.…”

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

“…Furthermore, patients with rs3738530-AT+TT genotype exhibited a higher left ventricular ejection fraction and decreased left ventricular end-diastolic diameter compared to those with rs3738530-AA genotype (P< 0.05). …”

Data Sheet 1_GPER1 signaling restricts macrophage proliferation and accumulation in human hepatocellular carcinoma.pdf by Yanyan Yang (412382)

“…The expression of G protein–coupled estrogen receptor 1 (GPER1), a non-classical estrogen receptor, was significantly decreased in proliferating macrophages, and was inversely correlated with macrophage proliferation in HCC tumors. …”

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. …”

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

“…Field tests confirmed that after implementing the improved dust removal system, the ambient air dust concentration decreased to less than 2 mg/m³, representing a reduction of approximately 92.02% compared to pre-transformation levels. …”

Table 1_Integrative multi-omics analysis and experimental validation identify molecular subtypes, prognostic signature, and CA9 as a therapeutic target in oral squamous cell carcin... by Yun Zhao (48978)

“…High MSCC scores correlated with poor prognosis, reduced immune cell infiltration, and decreased likelihood of benefiting from immune checkpoint inhibitor therapy. …”

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)

“…Field tests confirmed that after implementing the improved dust removal system, the ambient air dust concentration decreased to less than 2 mg/m³, representing a reduction of approximately 92.02% compared to pre-transformation levels. …”

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. …”

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)

“…The present study combined data from metabolomics analysis based on gas- and liquid-chromatography mass spectrometry (GC-MS and LC-MS) to compare plasma profiles from 80 adolescent athletes at moderate- or low altitudes. 161 metabolites were identified, including 84 elevated and 77 decreased in moderate-altitude adolescents compared to their low-altitude counterparts. …”

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. …”

Table 1_Comparative genomics and metabolomics reveal phytohormone production, nutrient acquisition, and osmotic stress tolerance in Azotobacter chroococcum W5.xlsx by M. Elakkya (21760439)

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

Image 1_Comparative genomics and metabolomics reveal phytohormone production, nutrient acquisition, and osmotic stress tolerance in Azotobacter chroococcum W5.jpeg by M. Elakkya (21760439)

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

Data Sheet 9_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. …”

Table 3_PCP4 inhibits the progression of prostate cancer through Ca2+/CAMKK2/AMPK/AR pathway.xlsx by Wenqiao Jia (12356306)

“…</p>Conclusion<p>Our findings elucidate the molecular mechanism that PCP4 downregulation promotes PCa progression via Ca²⁺/CAMKK2/AMPK/AR pathway, highlighting its significance in CRPC development.</p>…”

Table 1_Therapeutic potential and mechanistic insights of silibinin targeting cancer-associated fibroblasts in colorectal cancer.xlsx by Shenglan He (7641308)

“…Consistently, in vitro experiments demonstrated that SB significantly decreased both protein and mRNA levels of α-SMA and POSTN in fibroblasts (colonic myofibroblast CCD-18Co cell lines.) co-cultured with CRC cell lines (human colorectal adenocarcinoma SW480 and RKO cell lines). …”

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

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