Improved DAE based on LSTM. by Li Yuan (102305)

“…As a result, the improved model effectively increases signal recognition accuracy, enhances model robustness, and significantly reduces computational complexity while ensuring real-time signal processing for communication computing.…”

Unpowered dust removal device stereogram. by Yuxuan Liu (349237)

“…Results indicate that installing a return pipe significantly reduces dust overflow caused by impact airflow during blanking. …”

Positioning error analysis. by Haichao Li (225035)

“…Results show that SIDFM reduces navigation errors by 12.09% at low acceleration and 11.43% at high acceleration while also significantly decreasing positioning errors. These improvements enhance the stability, precision, and safety of AGVs in dynamic manufacturing environments. …”

Data Sheet 1_Study on the structure-performance relationship between binder types and aluminum-based lithium adsorbent.pdf by Ben Ma (555388)

“…The experimental results demonstrate that the adsorption/desorption performance of the adsorbent varied significantly with temperature depending on binder type. …”

DataSheet3_Refining dual RNA-seq mapping: sequential and combined approaches in host-parasitic plant dynamics.csv by Carmine Fruggiero (20143830)

“…Both tested approaches achieved a mapping rate of ~90%, with only about 1% of cross-mapping reads. …”

Autoencoder structure. by Li Yuan (102305)

“…As a result, the improved model effectively increases signal recognition accuracy, enhances model robustness, and significantly reduces computational complexity while ensuring real-time signal processing for communication computing.…”

DataSheet12_Refining dual RNA-seq mapping: sequential and combined approaches in host-parasitic plant dynamics.csv by Carmine Fruggiero (20143830)

“…Both tested approaches achieved a mapping rate of ~90%, with only about 1% of cross-mapping reads. …”

Table 1_Declining trends in sweetness of the diet in the United Kingdom: 2008/9–2018/19.docx by Inga Kutepova (20873687)

“…Overall, the decline in ASE was larger for beverages than foods (ASE values declined 20.7% for beverages vs. 4.4% for foods), although both decreased significantly (p-value < 0.01). Dietary sweetness has changed in the UK, due to a combination of consumer behavior, reformulations, policies, public health awareness programs, and media campaigns, emphasizing its multifactorial nature.…”

Presentation_1_The impact of challenge and hindrance stressors on knowledge hiding: the mediating role of job crafting and work withdrawal.pdf by Le Wang (165105)

“…The findings indicate that both challenge and hindrance stressors significantly increase knowledge hiding, with hindrance stressors exerting a more pronounced effect. …”

DataSheet6_Refining dual RNA-seq mapping: sequential and combined approaches in host-parasitic plant dynamics.csv by Carmine Fruggiero (20143830)

“…Both tested approaches achieved a mapping rate of ~90%, with only about 1% of cross-mapping reads. …”

Image 5_Integrated metagenomics and metabolomics analysis reveals dynamic changes of microbiota and metabolic profile during fermentation of cigar tobacco (Nicotiana tabacum L.) le... by Ting Yang (189879)

“…<p>Optimizing fermentation duration is critical for producing high-quality cigar tobacco leaves This study examines changes in microorganisms and metabolites during CTL fermentation at four time points: 0 days (T0), 25 days (T1), 50 days (T2), and 75 days (T3). We observed a decreasing trend in total soluble sugars, starch, total nitrogen, and nicotine levels as fermentation progressed. …”

Physical model. by Yuxuan Liu (349237)

“…Results indicate that installing a return pipe significantly reduces dust overflow caused by impact airflow during blanking. …”

Reinforcement Learning for Assessing Route Instruction Usability in Complex Indoor Spaces by Reza Arabsheibani (14244716)

“…Our results show that RL agents successfully learn to navigate even with incomplete instructions, significantly outperforming random agents. Agents trained on diverse environments generalize well to novel settings, although performance decreases with higher environmental complexity and finer-grained instruction grammars when instructions are incomplete. …”

Soil viral and microbial interactions facilitate microbial necromass carbon accumulation in the semiarid typical steppe under altered precipitation_Research Data by Cui Han (15263150)

“…The results showed that decreased precipitation significantly reduced microbial necromass carbon (BNC, MNC, and BNC/MNC) and their relative contributions to SOC (BNC/SOC and MNC/SOC), whereas increased precipitation had relatively weaker effects. …”

Error-Bar graph. by Haichao Li (225035)

“…Results show that SIDFM reduces navigation errors by 12.09% at low acceleration and 11.43% at high acceleration while also significantly decreasing positioning errors. These improvements enhance the stability, precision, and safety of AGVs in dynamic manufacturing environments. …”

Image 2_Integrated metagenomics and metabolomics analysis reveals dynamic changes of microbiota and metabolic profile during fermentation of cigar tobacco (Nicotiana tabacum L.) le... by Ting Yang (189879)

“…<p>Optimizing fermentation duration is critical for producing high-quality cigar tobacco leaves This study examines changes in microorganisms and metabolites during CTL fermentation at four time points: 0 days (T0), 25 days (T1), 50 days (T2), and 75 days (T3). We observed a decreasing trend in total soluble sugars, starch, total nitrogen, and nicotine levels as fermentation progressed. …”

Design, synthesis and biological evaluation of marine naphthoquinone-naphthol derivatives as potential anticancer agents by Yujuan Li (554062)

“…Among these, Compound <b>13</b>, featuring an oxopropyl group at the <i>ortho</i>-position of quinone group, exhibited the most potent inhibitory effects on HCT116, PC9, and A549 cells, with IC₅₀ values decreasing from 5.27 to 1.18 μM (4.5-fold increase), 6.98 to 0.57 μM (12-fold increase), and 5.88 to 2.25 μM (2.6-fold increase), respectively, compared to compound <b>5</b>. …”

Dust particle flow trace diagram. by Yuxuan Liu (349237)

“…Results indicate that installing a return pipe significantly reduces dust overflow caused by impact airflow during blanking. …”

Model inputs. by Mingxi Xie (19812594)

“…Clinical findings have showed that deprescribing service significantly decreased inappropriate PPIs utilization. …”

Discrete phase parameter setting. by Yuxuan Liu (349237)

“…Results indicate that installing a return pipe significantly reduces dust overflow caused by impact airflow during blanking. …”