Mathematics Projects encourage analytical thinking, logical reasoning, and creative problem-solving through real-world applications of math concepts. Students explore topics such as geometry, algebra, statistics, trigonometry, and mathematical modeling. Projects include practical applications like data analysis, probability experiments, and mathematical simulations. These activities help students understand how mathematics is used in technology, engineering, finance, and everyday life while improving their quantitative and critical thinking skills.
| S.NO | PROJECT NAME | YEAR |
|---|---|---|
| 1 | Gaussian Distribution–Based Weighted Graph Data and Probabilistic System | 2025-2026 |
| 2 | Analysis of Structural Trees in Graphs Using Rough Set Theory | 2025-2026 |
| 3 | Fuzzy-Based Exploration of Recurrent Neural Networks for Time-Series Forecasting Using Set-Theoretic Analysis | 2025-2026 |
| 4 | Data Excavation Using Boolean Feature-Based Clustering for Time Series Analysis | 2025-2026 |
| 5 | A Numerical Approach to Sparse Logistic Regression Formulation Using Euler’s Numerical Approximation | 2025-2026 |
| 6 | Numerical Analysis of Matrix Decomposition Based on Triangular Arrays | 2025-2026 |
| 7 | Fuzzy Graph Coloring Approach Based on Markovian Generalized Neural Networks | 2025-2026 |
| 8 | Domain Informed Interpolation Techniques in Probability and Stochastic Processes | 2025-2026 |
| 9 | Investigating Magic Labeling in Fuzzy Regular Graphs Using Euclidean and Herniation Hull Concepts | 2025-2026 |
| 10 | Analyzing the Triangle Law of Vector Addition in Neural Networks Using Rectified Linear Units and Singular Value Decomposition | 2025-2026 |
| 11 | Graph Matching-Based Matched Filter Approach for Decision-Making Problems | 2025-2026 |
| 12 | Dynamic Connectivity Optimization in Multiple Time-Varying Differential Networks Using Minimum Steiner Trees | 2025-2026 |
| 13 | Handling Label Noise in Positive–Unlabeled Learning Using Fuzzy Graph Representations | 2025-2026 |
| 14 | Unified Mathematical Framework Combining Governing Set Theory and Graph Theory | 2025-2026 |
| 15 | A Hybrid Fuzzy Logic Model for Duplication–Transfer–Loss Reconciliation in Gene Tree Analysis | 2025-2026 |
| 16 | Implementation of Fractional Interpolation Filters Through Fuzzy Number Modeling | 2025-2026 |
| 17 | Median Tree Reconstruction Under a Harmonic-Analysis Setting | 2025-2026 |
| 18 | Spectral Graph Filtering Methods for High-Dimensional Microarray Data Interpretation in Lung Cancer | 2025-2026 |
| 19 | Matrix-Based Boolean Network Framework for Modeling Neuronal Dynamics in Alzheimer’s-Affected Brain Regions | 2025-2026 |
| 20 | Discrete-Time Stochastic T–S Fuzzy Network Approach to Financial System Stability and Risk Forecasting | 2025-2026 |
| 21 | Fuzzy Graph-Theoretic Framework Using Fuzzy Sets and Fuzzy Numbers for Uncertain Network Reliability in Communication Systems | 2025-2026 |
| 22 | Numerical Approach to the Analysis and Computation of Fuzzy Soft Matrices | 2025-2026 |
| 23 | Fuzzy Logic-Based Graph Coloring Framework for Efficient Channel Allocation in 6G Wireless Networks | 2025-2026 |
| 24 | Stochastic Modeling and Linear Mapping Approaches for House Price Prediction in Euclidean Vector Spaces | 2025-2026 |
| 25 | Graphical Analysis of Homomorphism and Isomorphism for Heart Disease Prediction and Classification | 2025-2026 |
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