64-bit Scientific Data Analysis Platform

TableCurve Studio™ Automated Curve and
Surface Fitting Software

A powerful platform that unifies 2D curve fitting and 3D surface modeling in a single environment.

TableCurve Studio combines the proven functionality of TableCurve 2D and TableCurve 3D into a modern, high-performance application designed for scientists, engineers, and researchers.

Product Overview

Discover mathematical models
that best describe empirical data.

With thousands of built-in equations and advanced fitting algorithms, TableCurve Studio eliminates tedious trial-and-error modeling and quickly identifies optimal equations for complex datasets.

It integrates full capabilities of TableCurve 2D and 3D into a unified platform for automated curve and surface fitting, equation discovery, and advanced data modeling.

Designed for scientists and engineers, it identifies the best-fit equation from thousands to millions of models, delivering fast, accurate, reproducible results.

Supports:

  • ✔ Two-dimensional curve fitting
  • ✔ Three-dimensional surface modeling
  • ✔ Predictive modeling and variable relationship analysis
Core Features

11 Core Capabilities

A comprehensive toolkit designed to transform days of tedious analysis into seconds.

1. Automated Equation Discovery

  • 2D fitting: 3,600+ equations
  • 3D fitting: millions of equations
  • One-click automated fitting
  • Ranking based on R² / Adjusted R²
Days to seconds.

2. Unified 2D & 3D Modeling

  • 2D: Linear, nonlinear, polynomial, rational, Fourier
  • 3D: Exponential, power models, non-parametric
  • Contour plots & 3D visualization

3. AI-Assisted Model Selection

  • Built-in AI expert system
  • Detects peak behavior
  • Analyzes transition curves
  • Reduces bias & improves reliability

4. Custom Models

  • Up to 15 custom equations
  • Conditional logic
  • Integrals & derivatives
  • Constraints & compiled execution

5. Advanced Data Handling

  • Import: Excel, ASCII, SPSS, Lotus
  • 65,000+ points (2D)
  • Millions via filtering
  • Batch processing & Outlier exclusion

6. Visualization & Graphing

  • Publication-quality 2D graphs
  • Residual plots & histograms
  • Interactive 3D surfaces
  • Rotatable views & Contours

7. Automation & Batch

  • Fully automated workflows
  • Excel-driven automation
  • Background processing
  • DLL integration

8. Statistical Output

  • Parameter estimates
  • Confidence intervals
  • ANOVA
  • Residual analysis

9. Estimation & Prediction

  • B-splines, NURBS
  • Fourier interpolation
  • Local regression
  • Autoregressive modeling

10. Code Generation

  • C / C++
  • Fortran
  • BASIC / Pascal
  • MATLAB / Java

11. Reporting & Export

  • Export: Word, Excel, ASCII, images
  • Reports include: Graphs
  • Tables
  • Statistical summaries
Use Cases

Applications

Chemical kinetics
Spectroscopy
Sensor calibration
Process optimization
Environmental modeling
Engineering analysis

Best for:

  • Converting data into equations
  • Modeling nonlinear datasets
  • Rapid hypothesis testing
Benefits

Key Advantages

Eliminates trial-and-error

Instantly zeroes in on the correct relationships in your data.

Unified 2D + 3D platform

All your curve and surface fitting needs in a single workspace.

Massive equation libraries

Leverage millions of built-in models for ultimate fitting flexibility.

High-performance computation

Native 64-bit architecture makes quick work of immense datasets.

Deep Dive

Extended Features

Equation Libraries
Linear modelsNonlinear models Chebyshev polynomialsRational functions Fourier seriesPeak & kinetic models
Data Processing
Outlier detectionSavitzky-Golay Loess filterGaussian smoothing EigendecompositionFourier filtering
Non-Parametric Modeling
Spline estimationLocal regression NURBS surfaces
Statistical Analysis
CoefficientsStandard errors Confidence limitsANOVA Residual validation
Automation
Batch dataset processingReport automation Excel workflowsInstrument integration

System Requirements

Hardware

  • Multi-core processor
  • 8 GB RAM recommended
  • 500 MB disk space

Software

  • Windows 10 / 11 (64-bit)
  • Excel (optional)

A Next-Generation Modeling Platform

TableCurve Studio™ combines 2D curve fitting and 3D surface modeling in one application. With automated equation discovery, advanced statistical tools, and high-quality visualization, it enables researchers to move from raw data to reliable models in minutes instead of days.