Model parameter indicators. by Hongwei Bai (1447999)

“…The global max-pooling layer replaces the fully connected layer, reducing the number of parameters, improving computational efficiency, and lowering the risk of overfitting. Experimental results demonstrate that the proposed model achieves superior performance in fault diagnosis, attaining an accuracy of 99.62%, significantly outperforming traditional CNNs and other benchmark methods.…”

Accuracy and loss values of each model. by Hongwei Bai (1447999)

“…The global max-pooling layer replaces the fully connected layer, reducing the number of parameters, improving computational efficiency, and lowering the risk of overfitting. Experimental results demonstrate that the proposed model achieves superior performance in fault diagnosis, attaining an accuracy of 99.62%, significantly outperforming traditional CNNs and other benchmark methods.…”

Classification of bearing data labels. by Hongwei Bai (1447999)

“…The global max-pooling layer replaces the fully connected layer, reducing the number of parameters, improving computational efficiency, and lowering the risk of overfitting. Experimental results demonstrate that the proposed model achieves superior performance in fault diagnosis, attaining an accuracy of 99.62%, significantly outperforming traditional CNNs and other benchmark methods.…”

Effect of ibuprofen (IBU) on carbonic anhydrase IX (CA IX) expression. by Katarina Grossmannova (7543517)

“…The results represent the mean from three independent biological experiments performed in triplicate. …”

Disruption of <i>shk-1</i> increases susceptibility to bacterial pathogens. by Longjun Pu (20685717)

Gene expression of neurotransmitter pathways at 6 dp. by Morgan Barnes (7876373)

“…In the 24 hpf dnVDRa induced group we see a significant decrease in glyt1 expression (p < 0.05) and an increase in glyt2 expression (p < 0.05) and in slc32a1 expression (p < 0.01). …”

Synthesis and Biological Evaluation of Peripheral 5HT_2B Antagonists for Liver Fibrosis by Jihyeon Yoon (8705706)

“…Furthermore, <b>19c</b> did not significantly inhibit hERG and cytochrome P450 enzymes. …”

Improving Cu₂ZnSnS₄‑Based Photocathodes for Solar Water Splitting via SnO₂ Overlayers by Peng Guo (134478)

“…Cu₂ZnSnS₄ has the appropriate optical properties required for photocathodes in solar water splitting systems; however, its performance is limited by poor carrier separation efficiency and stability. Herein, we use SnO₂ to modify the CdS/Cu₂ZnSnS₄ photocathode by a straightforward spin-coating process, significantly improving the photoelectrode efficiency and stability. …”

Improving Cu₂ZnSnS₄‑Based Photocathodes for Solar Water Splitting via SnO₂ Overlayers by Peng Guo (134478)

“…Cu₂ZnSnS₄ has the appropriate optical properties required for photocathodes in solar water splitting systems; however, its performance is limited by poor carrier separation efficiency and stability. Herein, we use SnO₂ to modify the CdS/Cu₂ZnSnS₄ photocathode by a straightforward spin-coating process, significantly improving the photoelectrode efficiency and stability. …”

Synthesis and Biological Evaluation of Peripheral 5HT_2B Antagonists for Liver Fibrosis by Jihyeon Yoon (8705706)

“…Furthermore, <b>19c</b> did not significantly inhibit hERG and cytochrome P450 enzymes. …”

Parameters of VMR separated by light or dark periods run at 6 dpf. by Morgan Barnes (7876373)

“…(I-K) VMR parameters in dnVDRa induced zebrafish at 72 hpf. There is a significant decrease in distance moved (p < 0.05), a significant decrease in velocity the light period (p < 0.05) and a significant decrease in activity state in the light periods (p < 0.05) in the 72 + fish. …”

Demographic characteristics of participants. by Evelyn Aboagye Addae (22648064)

“…Adolescents who reported negative changes in peer relationship, positive affect and subjective feelings of unsafety were more likely to report poorer SWB including lower life satisfaction and happiness. For instance, adolescents who experienced increase in peer relationship were more likely to experience higher overall life satisfaction (<i>B</i> = .169, <i>p</i> < .005) compared to those who experienced a decrease in peer relationship. …”

Participant characteristics and study measures. by Evelyn Aboagye Addae (22648064)

“…Adolescents who reported negative changes in peer relationship, positive affect and subjective feelings of unsafety were more likely to report poorer SWB including lower life satisfaction and happiness. For instance, adolescents who experienced increase in peer relationship were more likely to experience higher overall life satisfaction (<i>B</i> = .169, <i>p</i> < .005) compared to those who experienced a decrease in peer relationship. …”

ELISA kit information. by Shuailin Li (11907158)

“…<i>PTGFR</i> and <i>JNK</i> mRNA levels, MMP9 and ADH7 protein levels increased significantly in AN-LSCs after 0.313 μg/mL travoprost treatment (p≤0.039), while NF-κB and ADH7 protein levels decreased significantly in LSCs using 0.313 μg/mL travoprost (p=0.039; p<0.001).…”

Visual motor response assay at 28 dpf. by Morgan Barnes (7876373)

“…There is a significant decrease in distance moved in the dark period (p < 0.05), a significant decrease in velocity in the dark (p < 0.05) and light (p < 0.01) periods, a significant decrease in activity state in the dark period (p < 0.001) and light period (p < 0.01) and a significant decrease in distance to point in the dark period (p < 0.05) and light period (p < 0.05) in the 48 + fish. …”

Western blot antibody information. by Shuailin Li (11907158)

“…<i>PTGFR</i> and <i>JNK</i> mRNA levels, MMP9 and ADH7 protein levels increased significantly in AN-LSCs after 0.313 μg/mL travoprost treatment (p≤0.039), while NF-κB and ADH7 protein levels decreased significantly in LSCs using 0.313 μg/mL travoprost (p=0.039; p<0.001).…”

Information on healthy and aniridia subjects. by Shuailin Li (11907158)

“…<i>PTGFR</i> and <i>JNK</i> mRNA levels, MMP9 and ADH7 protein levels increased significantly in AN-LSCs after 0.313 μg/mL travoprost treatment (p≤0.039), while NF-κB and ADH7 protein levels decreased significantly in LSCs using 0.313 μg/mL travoprost (p=0.039; p<0.001).…”

qPCR primers information. by Shuailin Li (11907158)

“…<i>PTGFR</i> and <i>JNK</i> mRNA levels, MMP9 and ADH7 protein levels increased significantly in AN-LSCs after 0.313 μg/mL travoprost treatment (p≤0.039), while NF-κB and ADH7 protein levels decreased significantly in LSCs using 0.313 μg/mL travoprost (p=0.039; p<0.001).…”

Boxplots showing the differences in miR-21-5p and miR-16-5p levels across increasing AKI severity based on Kidney Disease: Improving Global Outcomes (KDIGO) grades. by Tamar J. van der Aart (22184206)

Changes of MDA content in DlERF10 overexpressed tobacco and wild-type tobacco under low-temperature stress. by Ruijin Zhou (15918112)