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The demonstrated inter-layer effects in the LPBF process should be considered in the development of thermo-mechanical models of the LPBF process .
 manufacturing process: LPBF; material: be; concept or principle: thermo-mechanical models; manufacturing process: LPBF
Given options, please tell me the categories of all the listed entity words.Output format is "type1: word1; type2: word2". 
Option: manufacturing standard, machanical property, manufacturing process, material, engineering feature, process parameter, machine or equipment, application, process characterization, enabling technology, biomedical, concept or principle 
Text: {0} 
 Entities: LPBF, be, thermo-mechanical models, LPBF 
Answer:
 manufacturing process: LPBF; material: be; concept or principle: thermo-mechanical models; manufacturing process: LPBF