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RESEARCH SOFTWAREv1.13.2

EIS Gold Studio

Listen to the response.
Understand the interface.

An auditable impedance workbench that brings Nyquist and Bode views, circuit modeling, distributed-process screening, and electrochemical interpretation together.

Developed by Ali Afruz and Maryam Kaffash Jamshid

“Cite this softwareVERSION DOI · 10.5281/zenodo.23154102↓
ELECTROCHEMISTRYLIVE STUDY
Circuit + impedance responseILLUSTRATIVE MODEL
The ideaCapabilitiesWorkflowCitationGitHub ↗
01 / THE IDEA

Built around the question.

Move between the measured response and its model. Build an equivalent circuit, explore the fit, inspect residuals and parameter uncertainty, and keep your assumptions visible.

01 ✦

Model the interface

Use a circuit library, series/parallel builder, and live circuit laboratory with measured-data overlays and parameter controls.

02 ✦

Explore the response

Compare Nyquist, Bode, residual, and DRT views. Investigate Mott–Schottky behavior, porous-electrode TLMs, and global DC-bias series.

03 ✦

Keep the analysis auditable

Review model rankings, uncertainty, batch and paired analyses, then export tables, plots, and complete analysis packages.

02 / THE WORKFLOWFROM OBSERVATION TO INTERPRETATION

A little structure.
More room to explore.

  1. 01Import the spectrum
  2. 02Build a circuit
  3. 03Fit & compare
  4. 04Inspect & export

DRT and automatic model rankings are exploratory evidence. The current consistency screen is not a formal Lin-KK implementation; select circuits using electrochemical context.

Read the documentation ↗
“
RESEARCH BUILDS ON CREDIT

Used it? Cite it.

If EIS Gold Studio contributes to your research, please cite the exact software version you used. This DOI identifies the archived v1.13.2 release.

Afruz, A., & Kaffash Jamshid, M. (2026). EIS Gold Studio (Version 1.13.2) [Computer software]. Zenodo. https://doi.org/10.5281/zenodo.23154102
Open Zenodo archive ↗

All versions: 10.5281/zenodo.23154101 ↗. Use the release DOI above when citing this version.

CONTINUE THE EXPLORATION

Another way to discover.