Ablation Experiment Results. حسب Yutong Liu (4027994)

"…The results show that the proposed model significantly outperforms the baseline model in terms of accuracy (improving from 0.78 to 0.85), recall (improving from 0.81 to 0.87), and F1 score (improving from 0.79 to 0.86). …"

Meaning of Each Model. حسب Yutong Liu (4027994)

"…The results show that the proposed model significantly outperforms the baseline model in terms of accuracy (improving from 0.78 to 0.85), recall (improving from 0.81 to 0.87), and F1 score (improving from 0.79 to 0.86). …"

Overview of Related Work. حسب Yutong Liu (4027994)

"…The results show that the proposed model significantly outperforms the baseline model in terms of accuracy (improving from 0.78 to 0.85), recall (improving from 0.81 to 0.87), and F1 score (improving from 0.79 to 0.86). …"

Parameter Settings. حسب Yutong Liu (4027994)

"…The results show that the proposed model significantly outperforms the baseline model in terms of accuracy (improving from 0.78 to 0.85), recall (improving from 0.81 to 0.87), and F1 score (improving from 0.79 to 0.86). …"

Comparison with Advanced Models. حسب Yutong Liu (4027994)

"…The results show that the proposed model significantly outperforms the baseline model in terms of accuracy (improving from 0.78 to 0.85), recall (improving from 0.81 to 0.87), and F1 score (improving from 0.79 to 0.86). …"

Overall Model Architecture. حسب Yutong Liu (4027994)

"…The results show that the proposed model significantly outperforms the baseline model in terms of accuracy (improving from 0.78 to 0.85), recall (improving from 0.81 to 0.87), and F1 score (improving from 0.79 to 0.86). …"

Baseline Transformer model configuration. حسب Yutong Liu (4027994)

"…The results show that the proposed model significantly outperforms the baseline model in terms of accuracy (improving from 0.78 to 0.85), recall (improving from 0.81 to 0.87), and F1 score (improving from 0.79 to 0.86). …"

Comparison Results on CoNLL-2014 Dataset. حسب Yutong Liu (4027994)

"…The results show that the proposed model significantly outperforms the baseline model in terms of accuracy (improving from 0.78 to 0.85), recall (improving from 0.81 to 0.87), and F1 score (improving from 0.79 to 0.86). …"

Results of the two-way repeated measures ANOVA. حسب Marion Hitier (21261938)

"…Results revealed a significant time effect for flexibility (p < 0.001). …"

Table 1_Applying IoT sensor-based practices to enhance water/nutrient sustainability in potato production.docx حسب Damianos Neocleous (13738513)

Enhancing dimensional stability and weathering resistance of poplar wood through low-formaldehyde melamine resin impregnation and curing حسب Peyman Ahmadi (15421787)

"…Density, anti-swelling efficiency, modulus of rupture, modulus of elasticity, compressive strength, and hardness all increased significantly in treated specimens. Impact resistance decreased slightly at higher concentrations, indicating increased brittleness. …"

Table 2_Applying IoT sensor-based practices to enhance water/nutrient sustainability in potato production.docx حسب Damianos Neocleous (13738513)

Table 1_D-amino acid enhanced the sensitivity of avian pathogenic Escherichia coli to tetracycline and amikacin.doc حسب Jing Wu (54032)

"…Additionally, genes related to biofilm synthesis (pgaA, pgaC, and luxS) were down-regulated (p < 0.05), whereas porin protein-encoding genes (ompC and ompF) were up-regulated (p < 0.05), which inhibited formation of biofilm and enhanced the sensitivity of APEC to amikacin and tetracycline and by decreasing the hydrophobicity and extracellular polysaccharide content on cell surface and up-regulated porin genes and down-regulating the genes related to biofilm formation. …"

Table 2_D-amino acid enhanced the sensitivity of avian pathogenic Escherichia coli to tetracycline and amikacin.docx حسب Jing Wu (54032)

"…Additionally, genes related to biofilm synthesis (pgaA, pgaC, and luxS) were down-regulated (p < 0.05), whereas porin protein-encoding genes (ompC and ompF) were up-regulated (p < 0.05), which inhibited formation of biofilm and enhanced the sensitivity of APEC to amikacin and tetracycline and by decreasing the hydrophobicity and extracellular polysaccharide content on cell surface and up-regulated porin genes and down-regulating the genes related to biofilm formation. …"

Table 5_Breeding indoor watercress for enhanced crop biofortification: harnessing natural variation of wild germplasm.pdf حسب Yufei Qian (21575504)

"…<p>We quantified the natural genetic variation of a diverse collection of wild watercress germplasm, consisting of 32 accessions collected from 16 locations in nine countries worldwide and grown in a controlled indoor environment with contrasting blue light regimes. Significant phenotypic diversity was identified for all three categories of traits: morphology and yield varied by 68% across the population (leaf size, biomass production, and stem length), with sensory (sugar content and brix), and nutritional quality (glucosinolates, vitamin C, carotenoids) varying by 45% and 43% respectively. …"

Table 2_Breeding indoor watercress for enhanced crop biofortification: harnessing natural variation of wild germplasm.docx حسب Yufei Qian (21575504)

"…<p>We quantified the natural genetic variation of a diverse collection of wild watercress germplasm, consisting of 32 accessions collected from 16 locations in nine countries worldwide and grown in a controlled indoor environment with contrasting blue light regimes. Significant phenotypic diversity was identified for all three categories of traits: morphology and yield varied by 68% across the population (leaf size, biomass production, and stem length), with sensory (sugar content and brix), and nutritional quality (glucosinolates, vitamin C, carotenoids) varying by 45% and 43% respectively. …"

Table 1_Breeding indoor watercress for enhanced crop biofortification: harnessing natural variation of wild germplasm.docx حسب Yufei Qian (21575504)

"…<p>We quantified the natural genetic variation of a diverse collection of wild watercress germplasm, consisting of 32 accessions collected from 16 locations in nine countries worldwide and grown in a controlled indoor environment with contrasting blue light regimes. Significant phenotypic diversity was identified for all three categories of traits: morphology and yield varied by 68% across the population (leaf size, biomass production, and stem length), with sensory (sugar content and brix), and nutritional quality (glucosinolates, vitamin C, carotenoids) varying by 45% and 43% respectively. …"

Table 4_Breeding indoor watercress for enhanced crop biofortification: harnessing natural variation of wild germplasm.pdf حسب Yufei Qian (21575504)

"…<p>We quantified the natural genetic variation of a diverse collection of wild watercress germplasm, consisting of 32 accessions collected from 16 locations in nine countries worldwide and grown in a controlled indoor environment with contrasting blue light regimes. Significant phenotypic diversity was identified for all three categories of traits: morphology and yield varied by 68% across the population (leaf size, biomass production, and stem length), with sensory (sugar content and brix), and nutritional quality (glucosinolates, vitamin C, carotenoids) varying by 45% and 43% respectively. …"

Table 3_Breeding indoor watercress for enhanced crop biofortification: harnessing natural variation of wild germplasm.docx حسب Yufei Qian (21575504)

"…<p>We quantified the natural genetic variation of a diverse collection of wild watercress germplasm, consisting of 32 accessions collected from 16 locations in nine countries worldwide and grown in a controlled indoor environment with contrasting blue light regimes. Significant phenotypic diversity was identified for all three categories of traits: morphology and yield varied by 68% across the population (leaf size, biomass production, and stem length), with sensory (sugar content and brix), and nutritional quality (glucosinolates, vitamin C, carotenoids) varying by 45% and 43% respectively. …"

Supplementary file 1_Biodegradation potential of Gordonia spp. on polypropylene and polystyrene: enhanced degradation through pretreatment.docx حسب Yan Zhu (112437)

"…Introduction<p>As extensively utilized synthetic polymers, polypropylene (PP) and polystyrene (PS) have raised significant environmental concerns due to their persistent accumulation in ecosystems.…"