Workspace Overview
Import a workbook. The data table stays empty until you click a temperature sheet in the left panel.
Validation Snapshot
No validation has been run yet.
Active Sheet Quick Metrics
No active sheet selected.
Operation Log
Project Hub Foundation
Project
Research Workspace
Multi-project scientific hub
Project identity, dataset ownership, active session state, and future report packaging belong here.
Material / System
Sample Context
Material, chemistry, and sample family
This block is reserved for material name, system type, sample code, and interpretation context.
Sample Metadata
Geometry + Notes
Pellet, synthesis, preparation
Geometry already exists in the app; this hub makes room for synthesis notes, processing notes, and publication metadata.
Session
Analysis Session
Fits, reports, and checkpoints
Use this area later for saved sessions, fit histories, parameter-tracking sessions, and report bundles.
Project Metadata Block
Project ID: Active research workspace identity and saved analysis ownership.
Metadata: Project title, operator, lab, created date, and publication tags.
Purpose: Keep datasets, notes, sessions, and future reports tied to one scientific project record.
Material/System Block
Material: Material name, chemistry family, composition, and system type.
Sample Code: Batch ID, pellet code, device ID, or specimen tracking label.
Use: This is the interpretation context for fitting, comparison, and reporting across datasets.
Sample Notes Block
Preparation: Synthesis route, calcination, sintering, coating, or electrode preparation notes.
Geometry: Pellet diameter, thickness, area, and calibration-linked comments.
Research Notes: Observation log, anomalies, literature note, and report-ready sample remarks.
Session Summary Block
Session State: Active dataset, active sheet, fit status, and validation snapshot.
Checkpoint: Saved layouts, fit sessions, exports, and report package progress.
Goal: One quick place to understand what is loaded, what is done, and what still needs work.
Locked scope progress: the Project Hub visual foundation is now present in the Overview tab without changing the old `.js` files.
Data Table
The table is intentionally empty until you click an imported sheet.
Frequency-Dependent Plots
Temperature-Dependent Extraction
3D Surface & Contour
Scaling Behaviors & Master Curves
Equivalent Circuit Modeling
Live schematic syncs with the selected model and parameters.
Iteration status appears here.
Equivalent Circuit Response
Click a point to toggle it, or use Box/Lasso Select then apply Exclude Selected.
Iteration Tracker
Run a circuit fit to view parameter iterations.
Generic Circuit Builder
Drag components below to build a model visually; it will update this JSON.
R (resistor)
C (capacitor)
L (inductor)
CPE (Q, n)
W (Warburg)
Voigt (R||C)
Gerischer
H (Havriliak–Negami)
Drop components here (series)
Load a circuit model to inspect its tree.
Symbolic export will appear here.
Immittance Summary
No active sheet selected.
Automated Validation / Smoke Test
Derived Series Inspector
No active sheet selected.
Cross-Sheet Extraction Matrix
Load multiple sheets with temperatures to populate the matrix.
Peak & Relaxation Tracker
Peak Families
Tracks peak frequency, peak amplitude, and relaxation time for M″, ε″, tanδ, and Z″ across temperature.
Relaxation Rule
Relaxation time is estimated as τ = 1 / (2π f_peak) for each detected process.
Model Fitting
Solver: Nonlinear · Weighting: OLS · Implicit: off
Fitted vs Experimental
Fit Diagnostics
Global Multi-Temperature Fitting
Scope
Switch fit scope to temperature to use all temperature sheets together.
Parameter Tracking
Temperature-fit parameter evolution will appear here.
Advanced Validation & Quality Checks
Derived Electrochemical Parameters
Run analysis on active sheet to populate.
Interactive Parameter Mapping
Reporting & Export Package
Figure export, validation export, and report package export will appear here.
Shell Designer
This edits the live top bar, tab line behavior, and button density while keeping the main working logic intact.
Tabs Timeline Editor
Hierarchical Data Explorer
Component Library
Center - Gridstack Workspace
Right Panel - Properties & Controls
Bottom Panel - Status & Log
Admin Dialog
Hierarchical Data Explorer
Component Library
Center - Gridstack Workspace
Right Panel - Properties & Controls
Bottom Panel - Status & Log
Admin Dialog
Admin Access & Controls
Current role: guest
Mode: disabled
Admin scope: no dataset selected
Module Registry & Feature Toggles
Dataset + Sheet Lifecycle Manager
Pipeline & Geometry Master Control
Admin audit log
No admin actions yet.
UI Layout & Section Sizes
Admin Layout Studio
Grid Workspace Builder
Use this studio to shape tabs like a lab suite, analytics dashboard, or notebook workspace. Admin can add tabs, drop in builder components, place panels left or right, stretch them full-width, or push them to the top and bottom of the workspace.
Selected workspaceoverview
Visible panels0
Grid setup12 cols
Builder modeLayout + tools
This studio now includes workspace presets, a component toolbox, panel docking presets, and live layout management for left, right, top, bottom, and full-width placement.
Workspace Controls
Top
Left
Right
Bottom
Full Width
Tab Builder
Lab Suite
Project-style scientific workspace with preview, table, fitting, and AI guidance.
Dashboard
Analytics-first tab for metrics, frequency response, circuit snapshot, and scaling view.
Notebook
Cell-style workspace for stepwise import, geometry, plotting, and fitting notes.
Component Toolbox
Live PreviewLarge scientific plot region for Nyquist, Bode, epsilon, modulus, or conductivity overlays.
Data TableWide derived/raw table area for sheet browsing and export-focused review.
Metrics StripCompact KPI cards for datasets, sheets, geometry, epsilon, tan-delta, and validity.
Fit WorkbenchModel, series, parameter, and action mockup block for fitting dashboards.
Circuit CardEquivalent-circuit snapshot card with fit quality and quick interpretation copy.
AI AssistPrompt chips and assistant card for guided scientific actions.
Status RailBottom status panel for active sheet, points, validation, and runtime state.
Notebook CellCell-like block for ordered workflow, notes, and staged lab operations.
Workspace Presets
Material Science Lab
Creates the left-data / right-workspace feel from your first sketch.
Analytics Dashboard
Creates metrics, frequency response, circuit, and master-curve blocks.
Impedance Notebook
Creates notebook-style cells for import, geometry, plots, and fit tracking.
Panel Composer
Live Layout Preview
Panel Registry
Move, resize, rename, hide, remove, or dock panels to top, left, right, bottom, and full-width positions.Scientific Model Registry
Registry Details
Select a model to inspect its registry details.
Supported Workflow
Bounds, defaults, units, seeding hints, and literature notes appear here.