3 papers
stat.CO2026
Subtrace-Conditional Validation of Simulation Models and Digital Twins
Mohammadmahdi Ghasemloo, David J. Eckman, Yaxian Li
Validating simulation models against historical output data is essential for their successful deployment in digital-twin environments. We propose a statistical validation framework…
stat.CO2026
Quantifying and Attributing Submodel Uncertainty in Stochastic Simulation Models and Digital Twins
Mohammadmahdi Ghasemloo, David J. Eckman, Yaxian Li
Stochastic simulation is widely used to study complex systems composed of various interconnected subprocesses, such as input processes, routing and control logic, optimization rout…
cs.LG2025
Informed Forecasting: Leveraging Auxiliary Knowledge to Boost LLM Performance on Time Series Forecasting
Mohammadmahdi Ghasemloo, Alireza Moradi
With the widespread adoption of Large Language Models (LLMs), there is a growing need to establish best practices for leveraging their capabilities beyond traditional natural langu…