4 papers
Kolmogorov-Arnold Networks-Based Tolerance-Aware Manufacturability Assessment Integrating Design-for-Manufacturing Principles
Masoud Deylami, Negar Izadipour, Adel Alaeddini
Manufacturability assessment is a critical step in bridging the persistent gap between design and production. While artificial intelligence (AI) has been widely applied to this tas…
Integrating Wide and Deep Neural Networks with Squeeze-and-Excitation Blocks for Multi-Target Property Prediction in Additively Manufactured Fiber Reinforced Composites
Behzad Parvaresh, Rahmat K. Adesunkanmi, Adel Alaeddini
Continuous fiber-reinforced composite manufactured by additive manufacturing (CFRC-AM) offers opportunities for printing lightweight materials with high specific strength. However,…
Operator-Theoretic Joint Estimation of Aging-Aware State of Charge and Control-Informed State of Health
Rahmat K. Adesunkanmi, Adel Alaeddini, Mahesh Krishnamurthy
Accurate estimation of a battery's state of charge and state of health is essential for safe and reliable battery management. Existing approaches often decouple these two states, l…
Multi-Modal Drift Forecasting of Leeway Objects via Navier-Stokes-Guided CNN and Sequence-to-Sequence Attention-Based Models
Rahmat K. Adesunkanmi, Alexander W. Brandt, Masoud Deylami +3
Accurately predicting the drift (displacement) of leeway objects in maritime environments remains a critical challenge, particularly in time-sensitive scenarios such as search and…