20 citations · 21 across the 4 of their papers we have counts for
4 papers
Digital Twins in Industrial Applications: Concepts, Mathematical Modeling, and Use Cases
Ali Mohammad-Djafari
Digital Twins (DTs) are virtual representations of physical systems synchronized in real time through Internet of Things (IoT) sensors and computational models. In industrial appli…
Physics-Informed Neural Networks with Unknown Partial Differential Equations: an Application in Multivariate Time Series
Seyedeh Azadeh Fallah Mortezanejad, Ruochen Wang, Ali Mohammad-Djafari
A significant advancement in Neural Network (NN) research is the integration of domain-specific knowledge through custom loss functions. This approach addresses a crucial challenge…
Quantum states and quantum computing
Mohammad Vahid Takook, Ali Mohammad-Djafari
In classical theory, the physical systems are elucidated through the concepts of particles and waves, which aim to describe the reality of the physical system with certainty. In th…
Dynamical System Identification, Model Selection and Model Uncertainty Quantification by Bayesian Inference
Robert K. Niven, Laurent Cordier, Ali Mohammad-Djafari +2
This study presents a Bayesian maximum \textit{a~posteriori} (MAP) framework for dynamical system identification from time-series data. This is shown to be equivalent to a generali…