Computational Methods in Systems Biology, Kartoniert / Broschiert

Klappentext

.- Boolean Networks.

.- Computation of immediate neighbours of monotone Boolean functions.

.- Three-State Gene Expression Model Parameterized for Single-Cell Multi-Omics Data.

.- On Model Reductions of Boolean Networks.

.- AEON 2025: Robust Control of Partially-Specified Boolean Networks (tool paper).

.- Looking for Signs: Reasoning About FOBNNs Using SAT.

.- Continuous Petri Nets Faithfully Fluidify Most Permissive Boolean Networks.

.- Continuous and Hybrid models.

.- Efficient stochastic simulation of gene regulatory networks using hybrid models of transcriptional bursting.

.- Exploring Metastable Dynamics of Gene Regulatory Networks with ISOKANN.

.- Rule-based models.

.- Reachability Analysis for Parametric Rule-Based Models.

.- A rule-based modeling approach for studying animal collectives: a case study of juvenile honeybee thermotaxis.

.- A Formal Approach to Identify Structural Patterns in RNA.

.- Model inference and machine learning.

.- Kolmogorov-Arnold Network for Gene Regulatory Network Inference.

.- Optimal input design for model selection in systems with cell-to-cell variability.

.- Decoding Gene Regulation in Alzheimer's disease with Transfer Learning and Explainable Machine Learning.

.- Influence Graphs of Phytoplankton Species Interactions using Logical Learning.

.- Evaluating PDE discovery methods for multiscale modeling of biological signals.

.- Optimizing Feature Extraction Methods using Class Similarity Ratio for EMG-based Hand Gesture Classification.

.- Population models and control.

.- Eukaryotic ancestry in a finite world.

.- Minimal metabolic exchanges for microbial communities in a chemostat at steady state.

.- Seed inference in interacting microbial communities using combinatorial optimization.

.- A model-free control strategy for selective disruption of parkinsonian brain oscillations.