Response weighted interface design in HCT chimeric networks

Connected interfaces can transfer load while controlling molecular transport, but geometric connectivity alone does not specify their competing responses. We formulate a variational interface-design benchmark within heterocrystalline chimeric technology (HCT), coupling three-dimensional linear elasticity to two diffusive species. An energy-weighted sensitivity separates sites that strengthen the network from those that excessively suppress throughput. Across 160 generated morphologies and 2,496 primary linear solves, a policy selected on 32 training cases satisfies joint stiffness, throughput and selectivity targets in 118 of 128 independent test cases; equal-dose random, uniform and unpenalized controls satisfy none. This is a fixed-grid result: three of sixteen transferred designs change classification after refinement. Reanalysis of public ceramic and responsive metal–organic framework data establishes experimental trade-offs without calibrating the model. The resulting design criterion combines structural admissibility, response sensitivity and resolution margins, providing a falsifiable computational route for interface engineering rather than a universal connectivity threshold.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-18
DOI
https://doi.org/10.5281/zenodo.23455080
Primary Topic
Topology Optimization in Engineering
Type
article
Field-Weighted Citation Impact
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article

Response weighted interface design in HCT chimeric networks

Ying (Fred) Ye
Zenodo (CERN European Organization for Nuclear Research)
Topology Optimization in Engineering
article

Response weighted interface design in HCT chimeric networks

Ying (Fred) Ye
article en

Abstract

Connected interfaces can transfer load while controlling molecular transport, but geometric connectivity alone does not specify their competing responses. We formulate a variational interface-design benchmark within heterocrystalline chimeric technology (HCT), coupling three-dimensional linear elasticity to two diffusive species. An energy-weighted sensitivity separates sites that strengthen the network from those that excessively suppress throughput. Across 160 generated morphologies and 2,496 primary linear solves, a policy selected on 32 training cases satisfies joint stiffness, throughput and selectivity targets in 118 of 128 independent test cases; equal-dose random, uniform and unpenalized controls satisfy none. This is a fixed-grid result: three of sixteen transferred designs change classification after refinement. Reanalysis of public ceramic and responsive metal–organic framework data establishes experimental trade-offs without calibrating the model. The resulting design criterion combines structural admissibility, response sensitivity and resolution margins, providing a falsifiable computational route for interface engineering rather than a universal connectivity threshold.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 18%
Topology Optimization in Engineering
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