The effect of DC bias on clipping noise variance. by Marwah Salman (22593380)

“…<div><p>The direct current (DC) in optical orthogonal frequency division multiplexing (DCO-OFDM) scheme is commonly adopted in light fidelity (Li-Fi) technology as it offers a spectrally efficient solution. A prior study adopted a machine learning (ML)-based solution to predict the optimum DC bias using key parameters, including the statistical properties of the OFDM transmitted signal and a polynomial regression model. …”

Performance of RF regression model. by Marwah Salman (22593380)

“…<div><p>The direct current (DC) in optical orthogonal frequency division multiplexing (DCO-OFDM) scheme is commonly adopted in light fidelity (Li-Fi) technology as it offers a spectrally efficient solution. A prior study adopted a machine learning (ML)-based solution to predict the optimum DC bias using key parameters, including the statistical properties of the OFDM transmitted signal and a polynomial regression model. …”

Table 1_Simultaneous regulation of both lignin and cellulose biosynthesis modifies xylem fiber properties in Populus.xlsx by Jian Li (41607)

“…</p>Results and discussion<p>The transgenic plants exhibited decreased lignin content and a significant increase in cellulose content. …”

Image 1_Unveiling the intricacies: small interfering RNA targeting Snail-1 unravels dynamics in endometrial carcinoma cell behavior.jpeg by Feng Li (30515)

“…Moreover, transfection correlated with increased apoptosis and decreased migration of treated HEC-1A cells.</p>Conclusion<p>The study emphasizes the significant influence of Snail-1 on EMT in EC cells, thereby impacting apoptosis and metastasis. …”

Data Sheet 1_Comprehensive analysis of SQOR involvement in ferroptosis resistance of pancreatic ductal adenocarcinoma in hypoxic environments.zip by Quan Lin (5958)

“…The study revealed a new mechanism of SQOR mediating ferroptosis resistance under hypoxia and provided a basis for targeted therapy.…”

Table 1_Optimization of the scale-up production process for high-yield laccase from white-rot fungi.docx by Yaping Ma (3067050)

“…Fermentation batches with varying laccase production levels exhibited a trend of decreasing pH and a subsequent increase in the mid-to-late fermentation stages. …”

Data Sheet 2_Comprehensive analysis of SQOR involvement in ferroptosis resistance of pancreatic ductal adenocarcinoma in hypoxic environments.docx by Quan Lin (5958)

“…The study revealed a new mechanism of SQOR mediating ferroptosis resistance under hypoxia and provided a basis for targeted therapy.…”

DataSheet1_Pressure-tolerant survival mechanism of Schizophyllum commune 20R-7-F01 isolated from deep sediments 2 kilometers below the seafloor.csv by Mengshi Zhao (20157978)

“…By assessing the cell viability, biomass, and cell wall thickness changes of strain 20-7-1 under different HHP conditions, we observed that, compared to 0.1 MPa, strain 20-7-1 exhibited slower growth rates and decreased cell viability at 15 MPa and 35 MPa, yet demonstrated significant pressure tolerance. …”

Presentation1_Pressure-tolerant survival mechanism of Schizophyllum commune 20R-7-F01 isolated from deep sediments 2 kilometers below the seafloor.pdf by Mengshi Zhao (20157978)

“…By assessing the cell viability, biomass, and cell wall thickness changes of strain 20-7-1 under different HHP conditions, we observed that, compared to 0.1 MPa, strain 20-7-1 exhibited slower growth rates and decreased cell viability at 15 MPa and 35 MPa, yet demonstrated significant pressure tolerance. …”

Flowchart of node scheduling. by Zhouzhou Liu (21560758)

“…Simulation results demonstrate that, compared to existing data collection schemes, the proposed approach significantly reduces WSN transmission overhead, ensures accurate recovery of raw data, decreases data reconstruction error, and extends network lifetime.…”

Key parameters of the data collection scheme. by Zhouzhou Liu (21560758)

“…Simulation results demonstrate that, compared to existing data collection schemes, the proposed approach significantly reduces WSN transmission overhead, ensures accurate recovery of raw data, decreases data reconstruction error, and extends network lifetime.…”

Comparative analysis of data collection schemes. by Zhouzhou Liu (21560758)

“…Simulation results demonstrate that, compared to existing data collection schemes, the proposed approach significantly reduces WSN transmission overhead, ensures accurate recovery of raw data, decreases data reconstruction error, and extends network lifetime.…”

WSNs Data Collection Model. by Zhouzhou Liu (21560758)

“…Simulation results demonstrate that, compared to existing data collection schemes, the proposed approach significantly reduces WSN transmission overhead, ensures accurate recovery of raw data, decreases data reconstruction error, and extends network lifetime.…”

Flowchart of network clustering. by Zhouzhou Liu (21560758)

“…Simulation results demonstrate that, compared to existing data collection schemes, the proposed approach significantly reduces WSN transmission overhead, ensures accurate recovery of raw data, decreases data reconstruction error, and extends network lifetime.…”

Monitoring Area. by Zhouzhou Liu (21560758)

“…Simulation results demonstrate that, compared to existing data collection schemes, the proposed approach significantly reduces WSN transmission overhead, ensures accurate recovery of raw data, decreases data reconstruction error, and extends network lifetime.…”

Flowchart of the proposed scheme. by Zhouzhou Liu (21560758)

“…Simulation results demonstrate that, compared to existing data collection schemes, the proposed approach significantly reduces WSN transmission overhead, ensures accurate recovery of raw data, decreases data reconstruction error, and extends network lifetime.…”

Flowchart of CS reconstruction. by Zhouzhou Liu (21560758)

“…Simulation results demonstrate that, compared to existing data collection schemes, the proposed approach significantly reduces WSN transmission overhead, ensures accurate recovery of raw data, decreases data reconstruction error, and extends network lifetime.…”

Figure 3 from Synergistic Effects of PARP Inhibition and Cholesterol Biosynthesis Pathway Modulation by Anna Rutkowska (19676837)

“…Niraparib decreases CYP51A1 (lanosterol 14α-demethylase) enzyme levels (Supplementary Fig. …”

Betulinic acid protects SH-SY5Y cells exposed to lipopolysaccharide and ferrous sulfate through p38MAPK/NF-κB/GPX4/Nrf2/keap-1/HO-1 signaling axis by Shivam Kumar Pandey (22295532)

“…However, co<b>-</b>exposure with LPS and FeSO₄ resulted in a dose-dependent reduction in cell viability, which was significantly reversed by pretreatment with BA (0.3-30μM). …”

Table 4_ESG performance and carbon emission intensity: examining the role of climate policy uncertainty and the digital economy in China’s dual-carbon era.xlsx by Shiyu Li (144475)

“…The analysis reveals that ESG performance significantly alleviates CEI. In addition, CPU weakens the efficiency of ESG initiatives in decreasing CEI due to regulatory unpredictability, while the digital economy’s expansion, although innovative, may exacerbate CEI in regions dependent on fossil fuels. …”