Presentation
Neural Co-Optimization of Structural Topology, Manufacturable Layers, and Path Orientations for Fiber-Reinforced Composites
SessionMicrostructures & Materials
DescriptionWe present a computational framework that co-optimizes structural topology, curved layers, and fiber orientations for manufacturable, high-strength composites. Using implicit neural fields, our method integrates design and fabrication objectives into a unified optimization process, achieving up to 33.1% improvement in failure load for multi-axis 3D printed fiber-reinforced thermoplastics.
Event Type
Technical Paper
TimeWednesday, 13 August 20253:55pm - 4:05pm PDT
LocationWest Building, Rooms 211-214
ACM Digital Library
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Conference Papers' PDFs
Session Time & Location
Sunday, 10 August 20256:00pm - 8:45pm PDTWest Building, Ballroom AB
Wednesday, 13 August 20253:45pm - 5:35pm PDTWest Building, Rooms 211-214
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