About Curve Fitting Studio
The most comprehensive mathematical modeling platform available online, featuring AI-powered analysis, smart interpolation, extrapolation tools, missing data prediction, and advanced algorithms designed for engineers, researchers, and data scientists.
Our Mission
To revolutionize mathematical modeling by providing the most advanced curve fitting platform with AI-powered smart tools, making professional-grade analysis accessible to everyone. We combine cutting-edge algorithms with intelligent features like smart interpolation, risk-assessed extrapolation, and missing data prediction to deliver research-quality results through an intuitive web interface.
Advanced Smart Tools for Professional Analysis
Intelligent interpolation with adaptive gap detection and confidence intervals
- Adaptive interpolation algorithms
- Confidence interval calculation
- Gap severity analysis
- Local density assessment
- Real-time quality metrics
Risk-assessed extrapolation with uncertainty quantification
- Multiple extrapolation methods
- Comprehensive risk assessment
- Uncertainty quantification
- Safe range recommendations
- Warning system integration
Comprehensive missing data analysis and intelligent gap filling
- Batch prediction processing
- Gap analysis and classification
- Intelligent filling strategies
- Confidence scoring system
- Professional export capabilities
Advanced Mathematical Algorithms
Robust numerical method for polynomial fitting that handles ill-conditioned matrices and provides superior stability compared to normal equation methods.
Key Applications:
Advanced optimization technique combining Gauss-Newton and gradient descent methods for nonlinear parameter estimation with guaranteed convergence.
Key Applications:
Machine learning algorithms analyze data characteristics to recommend optimal mathematical models and provide intelligent insights about your data patterns.
Key Applications:
Comprehensive statistical analysis including information criteria (AIC/BIC), cross-validation, and uncertainty quantification for model assessment.
Key Applications:
Comprehensive Technical Capabilities
- Multiple file format support (CSV, Excel, TXT)
- Real-time data validation and cleaning
- Batch processing for large datasets
- Automatic data type detection
- Linear and polynomial regression
- Exponential and logarithmic fitting
- Power law and custom equations
- Nonlinear parameter estimation
- AI-powered model recommendations
- Confidence interval calculations
- Risk assessment and warnings
- Uncertainty quantification
- Interactive visualization tools
- Statistical model comparison
- Export with full metadata
- Mobile-responsive design
Dr. Mohammad Rahjoo
Creator & Lead Developer
Experienced engineer and researcher with expertise in mathematical modeling, numerical analysis, artificial intelligence, and software development. Passionate about democratizing access to advanced analytical tools and making professional-grade mathematical modeling accessible to the global engineering and research community through innovative web technologies and AI integration.
Technology & Innovation Stack
- • React & Next.js for modern UI
- • TypeScript for type safety
- • Tailwind CSS for responsive design
- • WebGL for high-performance visualization
- • Progressive Web App capabilities
- • Custom numerical algorithms
- • Optimized linear algebra routines
- • Statistical analysis framework
- • Smart interpolation algorithms
- • Risk assessment systems
- • Advanced language models
- • Pattern recognition algorithms
- • Intelligent model selection
- • Automated insights generation
- • Predictive analytics engine
Platform Performance & Capabilities
Experience the Future of Mathematical Modeling
Try our comprehensive platform with AI-powered analysis, smart interpolation, extrapolation tools, and missing data prediction for your next research project or engineering analysis.
Launch Curve Fitting Studio