In the present manuscript, the CORAL program was used to apply various methods for generating 16 QSPR models. These methods include: the balance of correlation approach without IIC or CII (TF0, Eq. 6), the balance of correlation approach with…
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Insulin-induced gene 2 alleviates ischemia-reperfusion injury in steatotic liver by inhibiting GPX4-dependent ferroptosis
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Time-dependent consolidation mechanisms of durable memory in spaced learning
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Double burden of malnutrition among under-five children in Eastern and Southern African countries
FAO, UNICEF, WHO, IFAD & WFP. The state of food security and nutrition in the world. Building resilience for peace and food security. Report No. 9789251098882, (2017).
Reilly, J. J. & Kelly, J. Long-term impact of overweight and obesity in…
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Upper limb muscle strength and neuromuscular coordination and other factors as determinants of kinesiophobia in people with cervical and cervicothoracic spine dysfunction
Kazeminasab, S. et al. Neck pain: global epidemiology, trends and risk factors. BMC Musculoskelet. Disord. https://doi.org/10.1186/s12891-021-04957-4 (2022).
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Improving the punching capacity of footings using geocell, geogrid and granular soil replacement
The punching shear capacity of reinforced concrete footings is a critical factor in structural engineering, yet there is significant variation in the capacity predictions provided by different design codes. These discrepancies largely stem from…
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Free-standing bilayer metasurfaces in the visible
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Kildishev, A. V.,…
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The future of antibiotic use in livestock
This section describes the methodological framework employed in this study to project AMUQ by 2040. The framework consists of four key integrated outputs, each involving several steps (Fig. 8). These outputs include projections of the livestock…
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Dynamic alterations of depressive-like behaviors, gut microbiome, and fecal metabolome in social defeat stress mice
GBD 2017 Disease and Injury Incidence and Prevalence Collaborators. Global, regional, and national incidence, prevalence, and years lived with disability for 354 diseases and injuries for 195 countries and territories, 1990–2017: a systematic…
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Machine learning-driven insights into self-healing silicon-based anodes for high-performance lithium-ion batteries
Regression models performance and validation
In the Random Forest algorithm for regression, after fitting the data with the StandardScaler function and utilizing 5-fold cross-validation with 100 estimators, the results obtained were as follows:…
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