Algorithmic Optimization of the Set-Union Knapsack Problem: An AI–Mathematical Approach The set-union knapsack problem extends classical combinatorial optimization by incorporating overlapping item structures and union-based constraints. visit: aidatascientits.com Nominate: https://aidatascientists.com/award-nomination/?ecategory=Awards&rcategory=Awardee Contact: support@aidatascientists.com #worldresearchawards #researchawards #AcademicAwards #ScienceAwards #ArtificialIntelligence #AlgorithmDesign #ComplexityTheory #OperationsResearch #Metaheuristics #AIandMath

 EEMD and Fuzzy Entropy for Clean Energy Market Analysis: An AI–Mathematical Framework Ensemble Empirical Mode Decomposition (EEMD) combined with fuzzy entropy provides a powerful mathematical toolkit for analyzing nonlinear and nonstationary clean energy market data. visit:  aidatascientits.com Nominate:  https://aidatascientists.com/ award-nomination/?ecategory= Awards&rcategory=Awardee Contact:  support@aidatascientists.com #worldresearchawards #researchawards #AcademicAwards #ScienceAwards #ArtificialIntelligence #FuzzyEntropy #CleanEnergyMarkets  #TimeSeriesAnalysis #EnergyEconomics

 Mathematical Modeling and AI Optimization of Pendulum Wave Energy Systems Pendulum wave energy systems rely on precise mathematical formulations of nonlinear dynamics and resonance. When enhanced with AI-driven optimization and control algorithms, these models enable improved energy capture, stability analysis, and efficient conversion of oscillatory motion into usable power. visit:  aidatascientits.com Nominate:  https://aidatascientists.com/ award-nomination/?ecategory= Awards&rcategory=Awardee Contact:  support@aidatascientists.com #worldresearchawards #researchawards #AcademicAwards #ScienceAwards #ArtificialIntelligence #PendulumWaves #WaveEnergy #NonlinearDynamics #EnergyModeling #Optimization

 Matrix-Based Optimization and AI Outsourcing for Intelligent Traffic Systems Matrix theory and linear algebra form the mathematical backbone of modern traffic modeling. When combined with AI-driven outsourced computation and optimization, these techniques enable scalable traffic prediction, flow optimization, and real-time decision-making for smart transportation networks. visit:  aidatascientits.com Nominate:  https://aidatascientists.com/ award-nomination/?ecategory= Awards&rcategory=Awardee Contact:  support@aidatascientists.com #worldresearchawards #researchawards #AcademicAwards #ScienceAwards #ArtificialIntelligence #MatrixTheory #IntelligentTransportation  #TrafficOptimization

 17th Edition of International AI Data Scientist Awards | 27–28 February 2026 | Singapore, Artificial Intelligence (AI) is the simulation of human intelligence by machines, enabling them to learn from data, reason, recognize patterns, and make decisions with minimal human intervention. visit:  aidatascientits.com Nominate:  https://aidatascientists.com/ award-nomination/?ecategory= Awards&rcategory=Awardee Contact:  support@aidatascientists.com #worldresearchawards #researchawards #AcademicAwards #ScienceAwards #ArtificialIntelligence #AIExcellence #DataScienceLeaders #GlobalAI

  AI-Driven Mathematical Modeling for Performance Enhancement of Perovskite Solar Cells Artificial intelligence combined with advanced mathematical modeling is transforming the design and optimization of perovskite solar cells. visit:  aidatascientits.com Nominate:  https://aidatascientists.com/ award-nomination/?ecategory= Awards&rcategory=Awardee Contact:  support@aidatascientists.com #worldresearchawards #researchawards #AcademicAwards #ScienceAwards #ArtificialIntelligence #Photovoltaics #EnergyModeling #OptimizationAlgorithms