Synthetic oil used to be something only performance cars needed, but not anymore. Now it’s the manufacturer-recommended engine lubricant in many mainstream vehicles, such as the Subaru Forester ...

Synthetic biology is the design and construction of new biological parts, devices, and systems, and the re-design of existing, natural biological systems for useful purposes. Measuring ...

Synthetic materials are made from natural resources. Synthetic materials are made by chemically changing the starting substances to create a material with different characteristics. Some examples of ...

However, as the availability of real-world data reaches its limits, synthetic data is emerging as a critical resource for AI development. While promising, this approach also introduces new challenges ...

After more than a decade of work, researchers have reached a major milestone in their efforts to re-engineer life in the lab, putting together the final chromosome in a synthetic yeast (Saccharomyces ...

Outcome: The model shows perfect classification performance for both classes, as the dataset becomes balanced. SMOTE (Synthetic Minority Over-sampling Technique) Synthetic samples are generated for ...

Following balancing (binning and undersampling) of the number of upregulated and nonresponsive genes, the data was divided into train and test sets for supervised ML training and testing. A ...

Data assimilation (DA) is a mathematical family of methods that allows the combination of observations and models. The model is used to fill observational gaps, and the observations constrain the ...