Publications

Fatigue Crack Growth Diagnosis and Prognosis for Damage-Adaptive Operation of Mechanical Systems
The digital twin paradigm that aims to integrate the information obtained from sensor data, physics models, operational data and …
Pranav M Karve, Yulin Guo, Berkcan Kapusuzoglu, Sankaran Mahadevan, Mulugeta a Haile
Posted Jan 1, 1001
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Physics-informed and hybrid machine learning in additive manufacturing: application to fused filament fabrication
This article investigates several physics-informed and hybrid machine learning strategies that incorporate physics knowledge in …
Berkcan Kapusuzoglu, Sankaran Mahadevan
Posted Jan 1, 1001
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Process Optimization Under Uncertainty for Improving the Bond Quality of Polymer Filaments in Fused Filament Fabrication
This paper develops a computational framework to optimize the process parameters such that the bond quality between extruded polymer …
Berkcan Kapusuzoglu, Matthew Sato, Sankaran Mahadevan, Paul Witherell
Posted Jan 1, 1001
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Resilience-enhancing operations of aerostructural systems under uncertainty: a digital twin approach
Contemporary aerospace systems undergo planned, scheduled maintenance, which relies on the predetermined schedule of maintenance, and …
Pranav M Karve, Yulin G Guo, Berkcan Kapusuzoglu, Sankaran Mahadevan, Mulugeta a Haile
Posted Jan 1, 1001
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Modeling of Immiscible Incompressible Turbulent Two-Phase Stratified Pipe Flow
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Berkcan Kapusuzoglu
Posted Jan 1, 1001
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Modeling of turbulent two-phase stratified flow
The thesis is focused on the current state-of-the-art of modeling turbulent single-phase and turbulent two-phase stratified flows. This …
Berkcan Kapusuzoğlu
Posted Jan 1, 1001
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