Data Sheet 3_Pain - related methylation driver genes affect the prognosis of pancreatic cancer patients by altering immune function and perineural infiltration.docx حسب Chencheng Zhang (6877691)

"…</p>Methods<p>Integrating multi-omics data from TCGA-PAAD (Pancreatic adenocarcinoma), we identified methylation driver genes (MDGs) using the MethylMix algorithm. By intersecting MDGs with pain-related gene sets and conducting multi-step regression modeling, we established a five-gene prognostic signature (PSMB8/COL17A1/BICC1/CTRC/TRIP13). …"

Data Sheet 2_Pain - related methylation driver genes affect the prognosis of pancreatic cancer patients by altering immune function and perineural infiltration.zip حسب Chencheng Zhang (6877691)

"…</p>Methods<p>Integrating multi-omics data from TCGA-PAAD (Pancreatic adenocarcinoma), we identified methylation driver genes (MDGs) using the MethylMix algorithm. By intersecting MDGs with pain-related gene sets and conducting multi-step regression modeling, we established a five-gene prognostic signature (PSMB8/COL17A1/BICC1/CTRC/TRIP13). …"

Monthly averages of ED2 model simulations initialised with airborne lidar structure, Jan 1981-Dec 2018, Brazilian Amazon حسب Marcos Longo (1928929)

"…The output results correspond to the last 38 years of simulation (one full cycle of meteorological drivers), in which ED2 simulations used static stand structure (i.e., the forest structure was held constant). …"

Interactive visualization of ocean unsteady flow data based on dynamic adaptive pathline حسب Fenglin Tian (6002957)

"…Using the high-resolution 2D/3D ocean current datasets GLORYS12V1 and OMEGA3D to apply and test, the experimental results illustrate that the pathline-based visualization algorithm, as opposed to the streamline-based approach, can effectively represent a wide array of marine phenomena in real-time with improved clarity. …"

A. Illustration of the PredNet Architecture [57]. حسب Dirk Gütlin (22566778)

Data repository for paper: "Variational approach to open quantum systems with long-range competing interactions" حسب Dawid Hryniuk (11488600)

Schematic of <i>P. chabaudi</i> within-host infection dynamics and fitness optimization. حسب Avril Wang (22404300)

"…For local optimization, an arbitrary starting spline is picked (left panel) and an optimization algorithm is used to adjust the relative weights of the basis functions until a fitness maximum is achieved (going from left to right). …"

Groundwater suitability for the selected crops. حسب Ahmed S. Abuzaid (5088119)

"…Using GIS tools, raster layers were created, assigned scores (fuzzy membership functions) according to crop requirements, and complied in accordance with the weighted sum algorithm to produce final crop suitability maps. …"

Land suitability for the selected crops. حسب Ahmed S. Abuzaid (5088119)

"…Using GIS tools, raster layers were created, assigned scores (fuzzy membership functions) according to crop requirements, and complied in accordance with the weighted sum algorithm to produce final crop suitability maps. …"

Overall suitability maps for the selected crops. حسب Ahmed S. Abuzaid (5088119)

"…Using GIS tools, raster layers were created, assigned scores (fuzzy membership functions) according to crop requirements, and complied in accordance with the weighted sum algorithm to produce final crop suitability maps. …"

Descriptive statistics of main soil properties. حسب Ahmed S. Abuzaid (5088119)

"…Using GIS tools, raster layers were created, assigned scores (fuzzy membership functions) according to crop requirements, and complied in accordance with the weighted sum algorithm to produce final crop suitability maps. …"

Elevation and slope maps of the studied region. حسب Ahmed S. Abuzaid (5088119)

"…Using GIS tools, raster layers were created, assigned scores (fuzzy membership functions) according to crop requirements, and complied in accordance with the weighted sum algorithm to produce final crop suitability maps. …"

Climate suitability for the selected crops. حسب Ahmed S. Abuzaid (5088119)

"…Using GIS tools, raster layers were created, assigned scores (fuzzy membership functions) according to crop requirements, and complied in accordance with the weighted sum algorithm to produce final crop suitability maps. …"

Location maps of the studied area. حسب Ahmed S. Abuzaid (5088119)

"…Using GIS tools, raster layers were created, assigned scores (fuzzy membership functions) according to crop requirements, and complied in accordance with the weighted sum algorithm to produce final crop suitability maps. …"

Convergence curves for case 3. حسب Mohammed Alqahtani (2049139)

"…Results reveal that ZOA outperformed other algorithms, supplying electricity at a minimum cost of 0.1285 $/kWh in one configuration, with the LFP battery achieving the lowest NPC of 3.8 M$ in case studies with constrained LPSP. …"

Results of the statistical analysis for case 2. حسب Mohammed Alqahtani (2049139)

"…Results reveal that ZOA outperformed other algorithms, supplying electricity at a minimum cost of 0.1285 $/kWh in one configuration, with the LFP battery achieving the lowest NPC of 3.8 M$ in case studies with constrained LPSP. …"

Results of the statistical analysis for case 3. حسب Mohammed Alqahtani (2049139)

"…Results reveal that ZOA outperformed other algorithms, supplying electricity at a minimum cost of 0.1285 $/kWh in one configuration, with the LFP battery achieving the lowest NPC of 3.8 M$ in case studies with constrained LPSP. …"

Available monthly biomass in the proposed area. حسب Mohammed Alqahtani (2049139)

"…Results reveal that ZOA outperformed other algorithms, supplying electricity at a minimum cost of 0.1285 $/kWh in one configuration, with the LFP battery achieving the lowest NPC of 3.8 M$ in case studies with constrained LPSP. …"

Osprey bird. حسب Mohammed Alqahtani (2049139)

"…Results reveal that ZOA outperformed other algorithms, supplying electricity at a minimum cost of 0.1285 $/kWh in one configuration, with the LFP battery achieving the lowest NPC of 3.8 M$ in case studies with constrained LPSP. …"

Available wind speed in the proposed area. حسب Mohammed Alqahtani (2049139)

"…Results reveal that ZOA outperformed other algorithms, supplying electricity at a minimum cost of 0.1285 $/kWh in one configuration, with the LFP battery achieving the lowest NPC of 3.8 M$ in case studies with constrained LPSP. …"