Picture for Kateryna Morozovska

Kateryna Morozovska

Online Traffic Density Estimation using Physics-Informed Neural Networks

Add code
Apr 04, 2025
Viaarxiv icon

Discovering Partially Known Ordinary Differential Equations: a Case Study on the Chemical Kinetics of Cellulose Degradation

Add code
Apr 04, 2025
Viaarxiv icon

Data-Driven vs Traditional Approaches to Power Transformer's Top-Oil Temperature Estimation

Add code
Jan 28, 2025
Viaarxiv icon

MILP initialization for solving parabolic PDEs with PINNs

Add code
Jan 27, 2025
Viaarxiv icon

Residual-based Attention Physics-informed Neural Networks for Efficient Spatio-Temporal Lifetime Assessment of Transformers Operated in Renewable Power Plants

Add code
May 10, 2024
Viaarxiv icon