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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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S. Sharif

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Open access Oct 2026

Physics-Informed Multi-Parameter Optimization of Oxide-Based Memristor Characteristics Using Genetic Algorithms

We present a multiobjective, physics-informed optimization framework for oxide-based memristive devices that jointly minimizes forming voltage (V f) and maximizes memory contrast (HRS/LRS). The proposed approach integrates COMSOL Multiphysics with MATLAB through a genetic algorithm (GA), enabling self-consistent electr...

Armin Gooran-Shoorakchaly, S. Sharif, Y. Banad · 0 citations

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