8 citations · 10 across the 7 of their papers we have counts for
7 papers
The Evolution of Digital Twins from Reactive to Agentic Systems
Omer San, Adil Rasheed, Eda Bozdemir +1
Digital twins are evolving into self-learning, autonomous systems that link models, data, and human interaction. Realizing their full potential depends on interoperability, standar…
Large Language Models for Control
Adil Rasheed, Oscar Ravik, Omer San
This paper investigates using large language models (LLMs) to generate control actions directly, without requiring control-engineering expertise or hand-tuned algorithms. We implem…
Hybrid Modeling, Sim-to-Real Reinforcement Learning, and Large Language Model Driven Control for Digital Twins
Adil Rasheed, Oscar Ravik, Omer San
This work investigates the use of digital twins for dynamical system modeling and control, integrating physics-based, data-driven, and hybrid approaches with both traditional and A…
Digital Twin for Wind Energy: Latest updates from the NorthWind project
Adil Rasheed, Florian Stadtmann, Eivind Fonn +12
NorthWind, a collaborative research initiative supported by the Research Council of Norway, industry stakeholders, and research partners, aims to advance cutting-edge research and…
Enhancing Elasticity Models: A Novel Corrective Source Term Approach for Accurate Predictions
Sondre Sørbø, Sindre Stenen Blakseth, Adil Rasheed +2
With the recent wave of digitalization, specifically in the context of safety-critical applications, there has been a growing need for computationally efficient, accurate, generali…
Enhancing wind field resolution in complex terrain through a knowledge-driven machine learning approach
Jacob Wulff Wold, Florian Stadtmann, Adil Rasheed +3
Atmospheric flows are governed by a broad variety of spatio-temporal scales, thus making real-time numerical modeling of such turbulent flows in complex terrain at high resolution…
Geometric Change Detection in Digital Twins using 3D Machine Learning
Tiril Sundby, Julia Maria Graham, Adil Rasheed +2
Digital twins are meant to bridge the gap between real-world physical systems and virtual representations. Both stand-alone and descriptive digital twins incorporate 3D geometric m…