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Damiano Franzò

PROFILE

Damiano Franzò

Damiano contributed to the flexcompute/tidy3d and tidy3d-notebooks repositories by developing advanced simulation and visualization features for computational electromagnetics and thermal analysis. He implemented end-to-end plasmonic nanoparticle analysis workflows in Jupyter Notebooks, integrating energy absorption visualization and photothermal heating simulations using Python and FDTD methods. Damiano also enhanced the tidy3d API with a vertical natural convection coefficient model and introduced small-signal AC analysis for frequency-domain simulations. His work included refining API documentation, improving plotting fidelity with log scale support, and fixing color mapping bugs, demonstrating depth in scientific computing, data visualization, and robust software engineering practices across multiple domains.

Overall Statistics

Feature vs Bugs

83%Features

Repository Contributions

8Total
Bugs
1
Commits
8
Features
5
Lines of code
5,722
Activity Months4

Work History

October 2025

2 Commits • 1 Features

Oct 1, 2025

October 2025: Delivered two high-impact improvements for tidy3d Scene visualization that enhance data exploration capabilities and visual accuracy. Implemented support for log and symlog scales in Scene plotting to enable effective visualization of wide dynamic ranges. Fixed colorbar reverse color mapping to ensure the displayed colors faithfully represent the underlying data, removing visual inconsistencies. These changes improve analytical reliability, reduce interpretation risk, and demonstrate solid plotting correctness and maintainability.

September 2025

3 Commits • 2 Features

Sep 1, 2025

September 2025 focused on improving tidiness and usability of the tidy3d API while expanding its modeling capabilities. Key enhancements include API documentation improvements across modules and the introduction of Small-Signal AC analysis, aligning with customer needs for frequency-domain simulations.

August 2025

1 Commits • 1 Features

Aug 1, 2025

August 2025: Delivered a new Vertical Natural Convection Coefficient Model for vertical plates in the tidy3d thermal solver. The VerticalNaturalConvectionCoeffModel computes natural convection heat transfer coefficients using fluid properties and plate geometry, and integrates with the existing ConvectionBC to enable more accurate and comprehensive thermal simulations. This enhancement strengthens design validation, reliability of thermal analyses, and reduces risk in product thermal performance assessments.

June 2025

2 Commits • 1 Features

Jun 1, 2025

June 2025 monthly summary for flexcompute/tidy3d-notebooks: Delivered end-to-end plasmonic nanoparticle analysis capabilities in Jupyter notebooks, including energy absorption visualization with new electric field and permittivity monitors, and a dedicated notebook for simulating photothermal heating of gold nanoparticles (single nanospheres and nanorods) using Tidy3D. This work includes material properties, source injection, and monitoring for EM and thermal analysis, enabling reproducible, scalable plasmonics workflows. Although no major bugs were logged this month, key commits added absorption power computation and a custom heat source notebook, enhancing analytical capabilities and user experience.

Activity

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Quality Metrics

Correctness92.4%
Maintainability87.6%
Architecture90.0%
Performance85.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Jupyter NotebookMarkdownPythonRSTrst

Technical Skills

API DesignCode RefactoringComputational ElectromagneticsComputational Fluid Dynamics (CFD)Data VisualizationDebuggingDocumentationElectrical EngineeringElectromagneticsFinite-Difference Time-Domain (FDTD)Heat Transfer SimulationJupyter NotebooksMultiphysics SimulationNanoparticle SimulationNumerical Simulation

Repositories Contributed To

2 repos

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

flexcompute/tidy3d

Aug 2025 Oct 2025
3 Months active

Languages Used

PythonRSTrstMarkdown

Technical Skills

API DesignComputational Fluid Dynamics (CFD)Heat Transfer SimulationPhysics SimulationSoftware EngineeringCode Refactoring

flexcompute/tidy3d-notebooks

Jun 2025 Jun 2025
1 Month active

Languages Used

Jupyter NotebookPython

Technical Skills

Computational ElectromagneticsData VisualizationElectromagneticsFinite-Difference Time-Domain (FDTD)Jupyter NotebooksMultiphysics Simulation

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