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A Mathematical Model for Fibrous Dysplasia: The Role of the Flow of Mutant Cells
Fibrous dysplasia (FD) is a mosaic non-inheritable genetic disorder of the skeleton in which normal bone is replaced by structurally unsound...
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Scaling limit of the disordered generalized Poland–Scheraga model for DNA denaturation
The Poland–Scheraga model, introduced in the 1970s, is a reference model to describe the denaturation transition of DNA. More recently, it has been...
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Toward fair graph neural networks via real counterfactual samples
Graph neural networks (GNNs) have become pivotal in various critical decision-making scenarios due to their exceptional performance. However,...
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Finding roots of complex analytic functions via generalized colleague matrices
We present a scheme for finding all roots of an analytic function in a square domain in the complex plane. The scheme can be viewed as a...
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Neural and spectral operator surrogates: unified construction and expression rate bounds
Approximation rates are analyzed for deep surrogates of maps between infinite-dimensional function spaces, arising, e.g., as data-to-solution maps of...
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Cooperative coati optimization algorithm with transfer functions for feature selection and knapsack problems
Coatis optimization algorithm (COA) has recently emerged as an innovative meta-heuristic algorithm (MA) for global optimization, garnering...
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Numerical analysis of a time discretized method for nonlinear filtering problem with Lévy process observations
In this paper, we consider a nonlinear filtering model with observations driven by correlated Wiener processes and point processes. We first derive a...
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Text summarization based on semantic graphs: an abstract meaning representation graph-to-text deep learning approach
Nowadays, due to the constantly growing amount of textual information, automatic text summarization constitutes an important research area in natural...
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Modelling Role of Protective and Nonprotective HLA Allele Inducing Different HIV Infection Outcomes
Human immunodeficiency virus (HIV) infects CD4+ cells and causes progressive immune function failure, and CD8+ cells lyse infected CD4+ cell via...
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DQMMBSC: design of an augmented deep Q-learning model for mining optimisation in IIoT via hybrid-bioinspired blockchain shards and contextual consensus
Single-chained blockchains are highly secure but cannot be scaled to larger IIoT (Internet of Industrial Things) network scenarios due to storage...
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Maximum Likelihood Estimation for Unrooted 3-Leaf Trees: An Analytic Solution for the CFN Model
Maximum likelihood estimation is among the most widely-used methods for inferring phylogenetic trees from sequence data. This paper solves the...
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Multi-layer Bundling as a New Approach for Determining Multi-scale Correlations Within a High-Dimensional Dataset
The growing complexity of biological data has spurred the development of innovative computational techniques to extract meaningful information and...
