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Inverse design of ZIFs through artificial intelligence methods

Panagiotis Krokidas1, Michael Kainourgiakis2, Theodore Steriotis3

  • 1Institute of Informatics & Telecommunications, National Center for Scientific Research "Demokritos", 15341 Agia Paraskevi Attikis, Greece. p.krokidas@iit.demokritos.gr.

Physical Chemistry Chemical Physics : PCCP
|September 25, 2024
PubMed

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The z-transform is a fundamental tool in digital signal processing, enabling the analysis of discrete-time systems through its various properties. It is an invaluable tool for analyzing discrete-time systems, offering a range of properties that simplify complex signal manipulations. One fundamental property is linearity. For any two discrete-time signals, the z-transform of their linear combination equals the same linear combination of their individual z-transforms. This property is essential...
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The inverse z-transform is a crucial technique for converting a function from its z-domain representation back to the time domain. One effective method for finding the inverse z-transform is the Partial Fraction Method, which involves decomposing a function into simpler fractions with distinct coefficients. These fractions correspond to known z-transform pairs, facilitating the inverse transformation process.
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The z-transform is a powerful tool for analyzing practical discrete-time systems, often represented by linear difference equations. Solving a higher-order difference equation requires knowledge of the input signal and the initial conditions up to one term less than the order of the equation.
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