2 papers
physics.chem-ph2025
Equivariant Machine Learning Interatomic Potentials with Global Charge Redistribution
Moin Uddin Maruf, Sungmin Kim, Zeeshan Ahmad
Machine learning interatomic potentials (MLIPs) provide a computationally efficient alternative to quantum mechanical simulations for predicting material properties. Message-passin…
cs.CV2024
Machine learning approaches for automatic defect detection in photovoltaic systems
Swayam Rajat Mohanty, Moin Uddin Maruf, Vaibhav Singh +1
Solar photovoltaic (PV) modules are prone to damage during manufacturing, installation and operation which reduces their power conversion efficiency. This diminishes their positive…