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.…”

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. …”

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).…”

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).…”

Swimming endurance training reduces T-wave amplitude and area in <i>Mib1</i>^<i>flox</i><i>;Tnnt2</i>^<i>Cre</i> mice. by Vítor S. Fernandes (21262991)

Care quality. by Youssef Hbid (18803761)

“…<div><p>Background and aim</p><p>The COVID-19 pandemic imposed significant pressures on healthcare services such as stroke care. …”

Outcomes at discharge. by Youssef Hbid (18803761)

“…<div><p>Background and aim</p><p>The COVID-19 pandemic imposed significant pressures on healthcare services such as stroke care. …”

Patient characteristics. by Youssef Hbid (18803761)

“…<div><p>Background and aim</p><p>The COVID-19 pandemic imposed significant pressures on healthcare services such as stroke care. …”

Results of differential abundance assessment expressed as Log2 Fold Change (Log2FC) for comparison between different taxonomic groups after the intervention. by Adriana Bittencourt Campaner (21175462)

Cell viability of limbal stromal cells (LSCs) and aniridia limbal stromal cells (AN-LSCs) after 20-minute treatment with travoprost at concentrations ranging from 0.039 μg/mL to 40... by Shuailin Li (11907158)

LSTM model. by Longfei Gao (698900)

“…According to the experimental results, when the grinding depth increases to 21 μm, the average training loss of the model further decreases to 0.03622, and the surface roughness Ra value significantly decreases to 0.1624 μm. …”