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By means of $W$-representation, we investigate the Wishart-Laguerre $β$-ensemble and present a compact expression for Catalan polynomials. For a special Nekrasov partition function associated with the Wishart-Laguerre $β$-ensemble, we show that it can be expressed as a exponential form of the special Catalan polynomials.
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