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Bohan Zhang

PROFILE

Bohan Zhang

Bohan Zhang developed advanced design verification and optimization features for the flexcompute/tidy3d and tidy3d-notebooks repositories, focusing on photonic simulation workflows. He implemented granular permittivity tensor visualization and robust anisotropic material analysis using Python and Matplotlib, enabling researchers to inspect component-level properties. Bohan enhanced data interoperability by supporting Zemax Beam File import/export and built an adjoint optimization workflow for grating couplers. He improved autograd traceability for interpolation routines, strengthening reproducibility in training. Additionally, he created a KLayout plugin for automated Design Rule Checks on GDSII files, integrating it with Jupyter notebooks to streamline layout validation and accelerate design iteration.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

7Total
Bugs
0
Commits
7
Features
7
Lines of code
4,477
Activity Months5

Work History

July 2025

1 Commits • 1 Features

Jul 1, 2025

July 2025 (2025-07) — Delivered a cross-tool design verification enhancement by adding KLayout DRC integration quickstart for Tidy3D notebooks (flexcompute/tidy3d-notebooks). The quickstart includes a Jupyter notebook demonstrating DRC on GDSII files or Tidy3D objects, loading results, and interpreting violations to streamline the verification process within the Tidy3D workflow. This feature is backed by the commit: Add KLayout DRC Plugin quickstart (c23d6e818355d1d09a03bac70f0b6bae59f7493d).

June 2025

1 Commits • 1 Features

Jun 1, 2025

June 2025: Delivered a new KLayout plugin enabling Design Rule Checks (DRC) for Tidy3D, supporting DRC execution on GDS files and Tidy3D objects, loading results, parsing violation data, and providing utilities and tests. This feature strengthens layout validation, reduces design iteration time, and improves release quality by catching violations earlier. No major bugs reported this period; effort focused on feature delivery, test coverage, and documentation for downstream workflows. Demonstrates proficiency in plugin development, data parsing, and test-driven development to enhance design reliability and workflow efficiency.

May 2025

1 Commits • 1 Features

May 1, 2025

May 2025 - Focus: Autograd traceability improvements in tidy3d. Delivered Autograd: Traceable Keyword Arguments for Interpolate and AddAt, enabling traceable kwargs in interpolate_spline and add_at primitives. Added tests to verify functionality and robustness in traced computations. Strengthened adjoint/autograd integration, improving reproducibility and stability for training workflows. Prepared groundwork for broader keyword-argument traceability across interpolation routines.

April 2025

3 Commits • 3 Features

Apr 1, 2025

April 2025 Monthly Summary — Delivered robust testing enhancements, cross-format data interoperability with Zemax, and a practical grating-coupler optimization workflow, driving reliability, interoperability, and faster design iteration.

February 2025

1 Commits • 1 Features

Feb 1, 2025

February 2025 monthly summary for developer work focusing on delivering visualization capabilities for permittivity tensor components in anisotropic media, including an API extension to plotting routines, improving material-property analysis and research workflow.

Activity

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Quality Metrics

Correctness95.8%
Maintainability95.8%
Architecture95.8%
Performance77.2%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++JinjaPythonXML

Technical Skills

API DesignAdjoint OptimizationAutogradBackend DevelopmentDRCData SerializationData VisualizationDocumentationExternal Tool IntegrationFDTD SimulationFile HandlingFile I/OGDSIIInverse DesignJupyter Notebooks

Repositories Contributed To

2 repos

Overview of all repositories you've contributed to across your timeline

flexcompute/tidy3d

Feb 2025 Jun 2025
4 Months active

Languages Used

JinjaPythonC++XML

Technical Skills

Backend DevelopmentData VisualizationPythonScientific ComputingData SerializationFile I/O

flexcompute/tidy3d-notebooks

Apr 2025 Jul 2025
2 Months active

Languages Used

PythonJinja

Technical Skills

Adjoint OptimizationData VisualizationFDTD SimulationInverse DesignNumerical OptimizationPhotonic Integrated Circuit Design

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