The relentless growth of modern Machine Learning models has spurred the adoption of sparsification techniques to simplify their architectures and reduce the computational demands.Network pruning has demonstrated success in maintaining original network accuracy while shedding significant portions of the original weights.However, leveraging this spar
Topological entanglements are abundant, and often detrimental, in polymeric systems in biology and materials science.Here we theoretically investigate the topological simplification of knots by diffusing slip-links (SLs), which may car mackwell represent biological or synthetic molecules, such as structural maintenance of chromosome proteins or cyc
Background Advancements in medical technology have significantly increased the possibility of successful infertility treatment.Medical interventions in the initial process of pregnancy that intend to increase the chances of pregnancy create the risk of multifetal pregnancies for both mothers and fetuses.Physicians attempt to reduce the numbers of f
This document introduces methods for describing long texts as groups of repeating symbols or patterns.The process converts a series of real-number values into texts.Developed tailored algorithms for identifying repeated sequences in the text are applied to decompose the text into nested tree-like structures ornament ice cube molds of repeating symb