Professor Demir’s research work concentrates on the mathematical modeling and numerical analysis of nonlinear, stochastic, statistical and noise phenomena that arise in physical, biological and engineered systems, a multi-disciplinary endeavor that lies at the intersection of electrical engineering, computer science, applied mathematics and the sciences.
Rigorous mathematical models based on first principles and analysis-based, efficient numerical simulation techniques are indispensable tools in forming a fundamental understanding of complex system behavior and in building computational prototypes for the design of various types of engineering systems, especially when nonlinear and stochastic phenomena co-exist and interfere with each other in determining the system behavior.
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Computational prototyping of electronic & opto-electronic systems
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Numerical modeling & analysis
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Computational & quantitative biology
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Computational neuroscience
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Stochastic & nonlinear dynamical systems in electronics & biology
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Noise & fluctuations in electronic, optical, communication & biological systems
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Oscillators in electronic & biological systems
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Phase models for oscillatory systems
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Coarse-grained models for polymeric bio-molecules
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Optimal real-time application deployment for multi-core systems
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Statistical timing analysis for digital electronic circuits
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Modeling & simulation of low-frequency noise in nano-devices & circuits
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Modeling of auto-immune/inflammatory syndromes with a nonlinear dynamics perspective
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Modeling & simulation of noise & correlations in neurons & neuronal networks
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Numerical analysis of multi-domain and multi-physics systems
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Spike timing precision in neuronal circuits