7 citations · 7 across the 2 of their papers we have counts for
2 papers
math.NA2023
CoolPINNs: A Physics-informed Neural Network Modeling of Active Cooling in Vascular Systems
N. V. Jagtap, M. K. Mudunuru, K. B. Nakshatrala
Emerging technologies like hypersonic aircraft, space exploration vehicles, and batteries avail fluid circulation in embedded microvasculatures for efficient thermal regulation. Mo…
cs.LG2021★ 7 cited
A deep learning modeling framework to capture mixing patterns in reactive-transport systems
N. V. Jagtap, M. K. Mudunuru, K. B. Nakshatrala
Prediction and control of chemical mixing are vital for many scientific areas such as subsurface reactive transport, climate modeling, combustion, epidemiology, and pharmacology. D…