2 papers
cs.AI2025
Teacher-Student Guided Inverse Modeling for Steel Final Hardness Estimation
Ahmad Alsheikh, Andreas Fischer
Predicting the final hardness of steel after heat treatment is a challenging regression task due to the many-to-one nature of the process -- different combinations of input paramet…
cs.LG2025
Fusion-Based Neural Generalization for Predicting Temperature Fields in Industrial PET Preform Heating
Ahmad Alsheikh, Andreas Fischer
Accurate and efficient temperature prediction is critical for optimizing the preheating process of PET preforms in industrial microwave systems prior to blow molding. We propose a…