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physics.flu-dyn2026
AI Meets Turbulence Modeling: Complex Systems Perspective
Sharath S. Girimaji
Despite widespread enthusiasm, applying artificial intelligence and machine learning (AI/ML) to turbulence modeling has yielded only modest progress, primarily due to a lack of sit…
physics.flu-dyn2026
Coherence as Thermodynamic Organization: Toward a Non-Equilibrium Turbulence Theory
Sharath S. Girimaji
Since the foundational studies in the late nineteenth century, fluid turbulence has stood as a profound, unsolved challenge in classical physics. Much of this enduring difficulty s…