a. How various statistical models account for modulation classification performance across the entire dataset. by Chris Scholes (3309477)

“…Vertical lines show the peak-to-trough heights extracted for each significant peak, in order of decreasing value; <b>e.…”

Different controller performance indicators 1. by Wanjun Zhang (496858)

“…The results demonstrate that the self-correcting fuzzy PID control significantly optimizes key performance metrics: overshoot (reduced by 21.3%), settling time (shortened by 34.7%), and steady-rate error (decreased by 18.9%), outperforming both traditional PID and fuzzy PID methods in concentration and pH regulation. …”

Fuzzy PID control block diagram. by Wanjun Zhang (496858)

“…The results demonstrate that the self-correcting fuzzy PID control significantly optimizes key performance metrics: overshoot (reduced by 21.3%), settling time (shortened by 34.7%), and steady-rate error (decreased by 18.9%), outperforming both traditional PID and fuzzy PID methods in concentration and pH regulation. …”

Parameter optimal analysis. by Wanjun Zhang (496858)

“…The results demonstrate that the self-correcting fuzzy PID control significantly optimizes key performance metrics: overshoot (reduced by 21.3%), settling time (shortened by 34.7%), and steady-rate error (decreased by 18.9%), outperforming both traditional PID and fuzzy PID methods in concentration and pH regulation. …”

Experimental irrigation scheme design. by Wanjun Zhang (496858)

“…The results demonstrate that the self-correcting fuzzy PID control significantly optimizes key performance metrics: overshoot (reduced by 21.3%), settling time (shortened by 34.7%), and steady-rate error (decreased by 18.9%), outperforming both traditional PID and fuzzy PID methods in concentration and pH regulation. …”

Different controller performance indicators 2. by Wanjun Zhang (496858)

“…The results demonstrate that the self-correcting fuzzy PID control significantly optimizes key performance metrics: overshoot (reduced by 21.3%), settling time (shortened by 34.7%), and steady-rate error (decreased by 18.9%), outperforming both traditional PID and fuzzy PID methods in concentration and pH regulation. …”

Control principle diagram. by Wanjun Zhang (496858)

“…The results demonstrate that the self-correcting fuzzy PID control significantly optimizes key performance metrics: overshoot (reduced by 21.3%), settling time (shortened by 34.7%), and steady-rate error (decreased by 18.9%), outperforming both traditional PID and fuzzy PID methods in concentration and pH regulation. …”

Δk_p Fuzzy control rule. by Wanjun Zhang (496858)

“…The results demonstrate that the self-correcting fuzzy PID control significantly optimizes key performance metrics: overshoot (reduced by 21.3%), settling time (shortened by 34.7%), and steady-rate error (decreased by 18.9%), outperforming both traditional PID and fuzzy PID methods in concentration and pH regulation. …”

Table 1_Probabilistic human health risk assessment of commercially supplied jar water in Gopalganj municipal area, Bangladesh.docx by Partha Pratim Brahma (19696279)

“…Temperature, potential of hydrogen (pH), total dissolved solids (TDS), electrical conductivity (EC), and salinity showed significant variation among the samples, and the level was within the national and international standard limits. …”

Data Sheet 1_Dynamic stability of gut microbiota in elite volleyball athletes: microbial adaptations during training, competition and recovery.pdf by Junior Carlone (22173565)

“…Dominant bacterial families included Ruminococcaceae (26.97–28.3%), Bifidobacteriaceae (17.46–22.92%) and Lachnospiraceae (9.66–12.61%). Significant enrichment of Rikenellaceae abundance occurred during Rest Periods (p < 0.05). α-Diversity remained stable despite individual variation. …”

Supplementary file 1_Differential adaptations of japonica rice to submergence stress during the tillering stage under various seedling cultivation and transplanting methods.docx by Sumei Duan (18711099)

“…Submergence Tolerance Variation: Seedling cultivation methods significantly influenced yield and submergence tolerance. …”

<b><i>Original data for "High risk of soil available silicon deficiency in bamboo forest: Insights from bamboo afforestation chronosequences in the karst region of southwest China"... by Kangning Yan (22751487)

“…Furthermore, aboveground Si content decreased significantly from leaves (10.54–21.45 g kg–1) to branches (3.81–5.61 g kg–1) and culms (1.07–1.98 g kg–1). …”

Supplementary file 1_Integrating Drosophila and Vibrio fischeri models for toxicity evaluation: uncovering detoxification trends in psoralea Fructus-TCM formulations.docx by Cheng Zhang (70708)

“…Enzyme assays indicated a decreasing toxicity trend for ESP and SSP compared to PF, with significant changes observed in female flies. …”

<b>Data from: </b><b>Experimentally increased food availability allows for earlier departure in a long-distance migratory shorebird</b> by Thomas Lameris (20888213)

“…Within the model we tested for significance of linear and quadratic trends of treatment, as well as significance of sex and year using the Wald’s z-statistic. …”

Data Sheet 1_Disease spectrum of patients with hospital-acquired multidrug-resistant organism infections in the intensive care unit: a retrospective study.doc by Xiaowu Wang (167537)

“…</p>Results<p>The incidence density of hospital-acquired MDRO infections showed significant variation over the six-year period, with the highest density in the post-COVID-19 period (43.98 per 1,000 ICU days) and the lowest during the COVID-19 period (21.96 per 1,000 ICU days). …”

The epidemiology and gene mutation characteristics of pyrazinamide-resistant <i>Mycobacterium tuberculosis</i> clinical isolates in Southern China by Nan Wang (21935)

“…After evaluating the annual variation in the PZA resistance rate among tuberculosis cases in this region, it was observed that it decreased from 37.21% to 6.45% throughout the initial 7 years (2012–2018) and then increased from 8.01% to 12.12% over the subsequent 4 years (2019–2022). …”

Validation of the optimum formula. by Randa Mohammed Zaki (21637175)

“…The validation process on the optimized formula demonstrated that the variation from the predicted responses was less than 5%. …”

Supplementary file 3_Development and preliminary clinical feasibility of a Delphi-based aerobic exercise prescription for children with asthma.docx by Ying Zhang (40767)

“…The expert authority coefficient (Cr) was 0.86, and the coefficient of variation (CV) for item importance scores decreased across rounds (from 0.07–0.16 in Round 1 to 0.07–0.13 in Round 2), indicating high expert consensus. …”

Table 1_Relationship between advanced lung cancer inflammation index and all-cause and cause-specific mortality among chronic inflammatory airway diseases patients: a population-ba... by Zhuanbo Luo (378365)

“…An elevated ALI was significantly related to a decreased risk of all-cause mortality, as well as mortality from cardiovascular and respiratory diseases among CIAD patients. …”

Supplementary file 2_Development and preliminary clinical feasibility of a Delphi-based aerobic exercise prescription for children with asthma.docx by Ying Zhang (40767)

“…The expert authority coefficient (Cr) was 0.86, and the coefficient of variation (CV) for item importance scores decreased across rounds (from 0.07–0.16 in Round 1 to 0.07–0.13 in Round 2), indicating high expert consensus. …”