3 papers
cs.LG2025
Synthetic Time Series Forecasting with Transformer Architectures: Extensive Simulation Benchmarks
Ali Forootani, Mohammad Khosravi
Time series forecasting plays a critical role in domains such as energy, finance, and healthcare, where accurate predictions inform decision-making under uncertainty. Although Tran…
eess.SY2025
User-centric Vehicle-to-Grid Optimization with an Input Convex Neural Network-based Battery Degradation Model
Arghya Mallick, Georgios Pantazis, Mohammad Khosravi +2
We propose a data-driven, user-centric vehicle-to-grid (V2G) methodology based on multi-objective optimization to balance battery degradation and V2G revenue according to EV user p…
eess.SY2023
Generalized Power Iteration with Application to Distributed Connectivity Estimation of Asymmetric Networks
M. Mehdi Asadi, Mohammad Khosravi, Hesam Mosalli +2
The problem of connectivity assessment in an asymmetric network represented by a weighted directed graph is investigated in this article. A power iteration algorithm in a centraliz…