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cs.IT2022
Polynomial Distributions and Transformations
Yue Yu, Pavel Loskot
Polynomials are common algebraic structures, which are often used to approximate functions including probability distributions. This paper proposes to directly define polynomial di…
q-bio.MN2022
A Query-Response Causal Analysis of Reaction Events in Biochemical Reaction Networks
Pavel Loskot
The stochastic kinetics of BRN are described by a chemical master equation (CME) and the underlying laws of mass action. The CME must be usually solved numerically by generating en…