Found 12 Documents (Results 1–12)
Physics-informed machine learning for surrogate modeling of wind pressure and optimization of pressure sensor placement. (English) Zbl 1524.76236
Computational multi-phase convective conjugate heat transfer on overlapping meshes: a quasi-direct coupling approach via Schwarz alternating method. (English) Zbl 1515.76104
A mixed interface-capturing/interface-tracking formulation for thermal multi-phase flows with emphasis on metal additive manufacturing processes. (English) Zbl 1506.76195
Comput. Methods Appl. Mech. Eng. 383, Article ID 113910, 27 p. (2021); addendum ibid. 388, Article ID 114190, 1 p. (2022).
Machine learning for metal additive manufacturing: predicting temperature and melt pool fluid dynamics using physics-informed neural networks. (English) Zbl 07360521
MSC:
74-XX
A thermal multi-phase flow model for directed energy deposition processes via a moving signed distance function. (English) Zbl 1506.74245
A moving-domain CFD solver in FEniCS with applications to tidal turbine simulations in turbulent flows. (English) Zbl 1460.76564
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