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Showing 1 to 2 of 2 for “"Efficient FEA"”.
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Empower dynamic scene understanding through scene flow estimation and object segmentation
… combining an enhanced Point Transformer for efficient fea- ture extraction and a point-voxel correlation module for sta- ble motion estimation. To bypass labor-intensive object annotations, scene flow is leveraged as auxiliary supervision. Instead of predicting masks for all points, this …
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Design for Additive Manufacturing: Simultaneous Optimization of Structural Integrity and Minimal Support Structures
… stemming from intensive Finite Element Analysis (FEA) at each iteration. A physics-based Machine Learning (ML) framework is introduced to accelerate TO processes. This framework employs an offline, independent training strategy and utilizes a two-resolution setup. This approach reduces the …