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Every article tagged “Optimisation”.
13 articles
How additive manufacturing simulation predicts distortion and residual stress in laser powder bed fusion, which model fits which question, and where calibration, surrogates and AI/ML help or fall short.
How a liquid cooling cold plate is designed: the thermal resistance chain, channel physics, pressure drop and flow distribution, how CFD results become performance maps for system models, and where AI speeds up the iterations.
Why aero-only optimisation misses blade vibration, how resonance, flutter, forced response and mistuning are assessed, and where machine-learning surrogates help carry aeromechanical margins into the design loop and where they cannot.
When machine-learning surrogate models are worth building for CFD and FEA, how to train and validate them, and how physics-informed methods and uncertainty estimates keep them honest.
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