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PROFILE

Fyc2646

Tom contributed to the flexcompute/tidy3d-notebooks repository by developing advanced photonics simulation workflows and educational Jupyter notebooks. He engineered features such as automated parameter sweeps, inverse design workflows, and benchmarking tools for electromagnetic and photonic device modeling. Using Python, Tidy3D, and NumPy, Tom implemented solutions for mode analysis, group delay calculations, and coupling efficiency optimization, including Bayesian optimization for waveguide couplers. His work emphasized reproducibility, code quality, and documentation, with improvements to metadata, environment standardization, and notebook presentation. Tom’s engineering enabled faster design iteration, robust validation against analytical models, and streamlined onboarding for users exploring computational photonics and electromagnetics.

Overall Statistics

Feature vs Bugs

91%Features

Repository Contributions

25Total
Bugs
2
Commits
25
Features
21
Lines of code
40,830
Activity Months8

Work History

October 2025

2 Commits • 2 Features

Oct 1, 2025

Month 2025-10 — Delivered two feature-rich notebooks in flexcompute/tidy3d-notebooks, expanding experimentation capabilities and improving compatibility. Implemented unsteady heat notebook enhancements with updated metadata and capability descriptions (mode analysis, 2D simulation, perturbation medium) and refreshed kernel version for compatibility. Introduced a silicon-to-plasmonic waveguide coupler notebook that automates environment/material setup, defines geometry, and demonstrates Bayesian optimization to improve coupling efficiency, achieving a 40.1% transmission. No major bugs fixed this month. These efforts enhance reproducibility, reduce setup friction for users, and demonstrate practical AI-assisted optimization for photonics simulations.

June 2025

1 Commits • 1 Features

Jun 1, 2025

June 2025 monthly summary for flexcompute/tidy3d-notebooks: Delivered the Waveguide Bend Group Delay Analysis Notebook, enabling calculation of waveguide bend group delay using both FDTD and mode solver approaches with visualizations of setups and results. No major bugs fixed this period. Impact: accelerates design validation, improves accuracy checks, and strengthens training assets for the team; demonstrates proficiency in Python notebooks, FDTD and mode-solver methods, and data visualization.

May 2025

5 Commits • 4 Features

May 1, 2025

May 2025 monthly summary: Delivered significant photonics modeling capabilities across tidy3d-notebooks and tidy3d. Key features include: (1) a disordered plasmonic system notebook simulating silver nanoparticles on a LiF spacer with a spacer-thickness sweep affecting spectral and chromaticity responses; (2) a silicon waveguide nonlinear optics notebook (TPA/FCA) with parameter sweep reproducing Nature-paper results; and (3) a topological photonic crystals FDTD notebook demonstrating chiral edge states. Additionally, extended mesh tooling in tidy3d enables height-based mesh generation from height data with robust unit tests. Major bugs fixed: none reported this month. Overall impact: expanded modeling capabilities, improved reproducibility and validation against published results, and increased design exploration efficiency through automated parameter sweeps and tests. Technologies/skills demonstrated: Tidy3D FDTD, Jupyter notebooks, parameter sweeps, unit testing, and triangle-mesh generation.

April 2025

5 Commits • 4 Features

Apr 1, 2025

April 2025 performance summary for the flexcompute/tidy3d-notebooks repository. Delivered a focused set of notebook-centric features and quality improvements that enhance onboarding, design experimentation, and demonstration of advanced photonics concepts. Clear impact on usability, design throughput, and educational value with measurable technical execution across multiple notebooks.

March 2025

2 Commits • 1 Features

Mar 1, 2025

March 2025 monthly summary for flexcompute/tidy3d-notebooks. Focused on introducing an end-to-end inverse design workflow for photonic power splitters and on improving notebook quality and discoverability through metadata fixes. The work strengthens reproducibility and accelerates design exploration for users of tidy3d in photonics applications.

February 2025

3 Commits • 3 Features

Feb 1, 2025

February 2025 monthly summary for flexcompute/tidy3d-notebooks. Delivered three key features, with no major bugs fixed this month. The work enhances benchmarking, educational value, and reproducibility, delivering clear business value for customers and internal teams.

January 2025

3 Commits • 3 Features

Jan 1, 2025

January 2025 monthly performance for flexcompute/tidy3d-notebooks: Delivered three major notebook enhancements that advance design capabilities and scalability of EME simulations. The Ultra-broadband PBS notebook provides a complete design and simulation workflow using anisotropic metamaterials and subwavelength gratings, including setup, mode analysis, parameter-sweep optimization, and results visualization. Batch mode solving for EME simulations was integrated via a regular web API, refactoring submission and data handling to enable cloud-based batch processing and improved efficiency. Notebook code formatting cleanup across multiple notebooks improved readability and maintainability. Note: no major bugs fixed this month; maintenance focused on feature delivery and code quality.

December 2024

4 Commits • 3 Features

Dec 1, 2024

December 2024 — flexcompute/tidy3d-notebooks: Delivered a curated set of features and bug fixes that improve reliability, discoverability, and usability of notebook-based workflows, directly enhancing research productivity and collaboration. The work focuses on documentation/metadata, interactive tooling, and performance benchmarking to support experimentation and design optimization. Impact highlights include improved notebook header stability, enhanced discoverability of examples through metadata and imagery, and an interactive GUI enabling localized and server-based mode solving for multiple waveguide configurations. Additionally, a FDTD benchmarking notebook provides baseline comparisons for absorbers vs PML across layers and grid resolutions, informing cost-benefit decisions for simulations.

Activity

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Quality Metrics

Correctness91.6%
Maintainability89.6%
Architecture87.6%
Performance82.8%
AI Usage21.6%

Skills & Technologies

Programming Languages

C++JSONJupyter NotebookMarkdownPythonreStructuredText

Technical Skills

3D ModelingAPI IntegrationAdjoint MethodAutomatic DifferentiationBayesian optimizationCloud ComputingCode FormattingCode QualityComputational ElectromagneticsConfiguration ManagementCoupling EfficiencyData EngineeringData HandlingData ScienceData Visualization

Repositories Contributed To

2 repos

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

flexcompute/tidy3d-notebooks

Dec 2024 Oct 2025
8 Months active

Languages Used

JSONJupyter NotebookPythonreStructuredTextMarkdown

Technical Skills

Data EngineeringDocumentationFDTD SimulationGUI DevelopmentMatplotlibNotebook Management

flexcompute/tidy3d

May 2025 May 2025
1 Month active

Languages Used

C++Python

Technical Skills

3D ModelingGeometry GenerationPythonSoftware DevelopmentUnit Testing

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