Machine learning interatomic potentials (MLIPs) enable accurate simulations of materials at scales beyond that accessible by ab initio methods and play an increasingly important role in the study and ...
Optimizing electricity consumption in direct reduction iron processes using RSM, MLP, and RBF models
Modeling and optimizing electricity consumption in the steel industry, particularly within direct reduction units, represents a critical challenge due to the sector’s substantial energy demands.
U.S. Steel’s Big River complex in Arkansas is getting a nearly $2 billion advanced ironmaking facility, the Pittsburgh-based company announced Wednesday. The plant will use the direct reduction method ...
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