Inverse Design Data for 3D Polymer Optics with Extinction Ratio and Insertion Loss

Abhishek Nanda's 2026 dataset provides Python code and output data for topology optimization of 3D polymer integrated optics. The 16.4 KB ZIP file contains results for designs discussed in a referenced figure, including extinction ratio (ER) and insertion loss (IL) metrics. This data is intended to enable validation and reproducibility of the reported inverse design methods.

Use Cases

• Validate inverse design algorithms based on the provided extinction ratio and insertion loss data.
• Reproduce topology-optimized photonic structures based on the included Python code and instructions.
• Benchmark new design methods against the reported results for 3D polymer optics.
• Study the relationship between design parameters and optical performance metrics like ER and IL.

Strengths

• Includes the Python code used for topology optimization, enabling full reproducibility.
• Output data for specific designs is provided, containing concrete metrics like extinction ratio and insertion loss.
• Released under a permissive CC-BY-4.0 license.
• Dataset is compact at 16.4 KB, facilitating quick download and inspection.

Limitations

• Row count and column-level documentation are absent; field semantics must be inferred after download.
• The dataset's small size (16.4 KB) indicates a very limited scope, likely containing only summary results for a specific set of designs.
• Description metadata is limited; actual data structure and completeness require manual inspection.

Provenance

Source

figshare, author Abhishek Nanda.

Collection Method

Likely generated via computational topology optimization and simulation.

Time Range

null

Freshness

Last updated 2026-04-21 15:16:31

Geography

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