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Structure · dataset · 2026

Process-structure interactions in stretching-dominated lattices: how nodal toolpath fragmentation limits geometric isotropy in MEX-AM

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Stretching-dominated lattice metamaterials offer exceptional stiffness-to-weight efficiency, but their physical realisation via material extrusion additive manufacturing (MEX-AM) is fundamentally constrained by process-induced defects.

Description

This study investigates these process-structure interactions by evaluating Isomax (cubic + octet) architectures. An initial simulation-led framework evaluated Isomax against Kagome topologies, leading to the exclusion of the buckling-prone Kagome from physical testing.

Closed-cell Isomax specimens were subsequently fabricated in PLA and evaluated under tension, flexure, and compression. Mechanical testing revealed severe performance asymmetry. Tensile and flexural strengths degraded by > 60% and ~ 74%, respectively, versus solid controls.

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Fractography suggests this penalty is associated with Nodal Toolpath Fragmentation (NTF), a slicer-induced discretization of the extrusion path at structural intersections that forces premature, interface-dominated failure. Conversely, compression physically suppresses NTF via contact stabilisation. This yields near-isotropic behaviour, with orientation-dependent strength varying by only 1.4%, and limits the compressive manufacturing penalty to 14% relative to numerical baselines.

This confirms geometry dictates compressive performance, while process defects govern tension. Deploying Maxwell-stable metamaterials requires process-aware design prioritising toolpath continuity. By isolating these bottlenecks, this work supports UN Sustainable Development Goals 9 and 12, optimising material efficiency for load-bearing structures.

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