The phrase "a batch model" is correct and usable in written English.
It can be used in contexts related to data processing, machine learning, or manufacturing where a model processes data in groups or batches rather than individually.
Example: "The new software utilizes a batch model to analyze large datasets more efficiently."
Alternatives: "a batch processing system" or "a grouped model".
Using a batch model, Andreussi et al. [23] calculated the chemical composition of the first drop of condensate that forms at dew-point temperature through expansion of superheated geothermal steam, with implications for corrosion and scaling in turbines.
For certain applications, such as developing the online training model for protein sequence analysis, the original ELM and the V-ELM algorithm would be the best choices as researchers normally do a batch model retraining by using the past dataset combined with the new coming samples.
Because of high labor and work-up demand, a batch-model operation is not commercially economical.
Furthermore, a multivariate analysis of historical batch data was used to develop a golden batch model for process monitoring.
I-ESLLE can not only acquire the low-dimensional intrinsic manifold structure embedded in the high-dimensional input space, but also can deal with new fault samples in an iterative and batch model.
The Langmuir Hinshelwood type of competitive adsorption approach was used in the model, which was combined with a batch reactor model.
The biggest drawback to this batch model is a lack of efficiency in terms of speed and computational resources.
The batch model used is a three step incubation at 37°C simulating the digestion in mouth, stomach and small intestine.
In the township, called Aranya, subsidized patches of land were sold to poor families; Doshi offered a batch of model homes for inspiration, but encouraged families to plan and build their own houses.
A batch reactor model was developed to predict the cell density vs. time profile for the cultivation of photosynthetic cell suspension cultures in the tubular recycle photobioreactor.
The new algorithm has been applied to a batch reactor model for methylmethacrylate (MMA) polymerization where the weight-average molecular weight and polydispersity index of the end product, and monomer conversion are considered important quality variables to control.
