Samrendra Singh

Machine learning enables polymer cloud-point engineering via inverse design

How machine learning can help select capping layers to suppress perovskite degradation

Physics-Informed Neural Networks for Heat Transfer Problems

Data-driven modeling for boiling heat transfer: Using deep neural networks and high-fidelity simulation results

1D/3D transient HVAC thermal modeling of an off-highway machinery cabin using CFD-ANN hybrid method

Machine-Learning Enabled New Insights into the Coil-to-Globule Transition of Thermosensitive Polymers Using a Coarse-Grained Model