{"product_id":"computational-science-iccs-2025-workshops-9783031975530","title":"Computational Science  ICCS 2025 Workshops","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cstrong\u003eAdvances in High-Performance Computational Earth Sciences: Numerical Methods, Frameworks \u0026amp; Applications.-\u003c\/strong\u003e Large-scale Nonlinear Viscoelastic Simulation for Crustal Deformation Accelerated by Data-driven Method and Multi-grid Solver.- \u003cstrong\u003eArtificial Intelligence Approaches for Network Analysis.-\u003c\/strong\u003e Informing the Neural Network Activation Function with Graph Centrality Measures: The Case Study of Oscillating Chemical Reaction Simulation.- A Novel Routing Algorithm for Optical Networks Based on ML Methods.- Decision Trees and Machine Learning for Cybersecurity: How Model Settings Affect Attack Detection.- Covering the Online Spectrum of Opinion in Social Context: The Benefit of Network Node Sampling Through an Italian Case Study.- A Multilayer and Temporal Network for Studying the Connections of Cross-listed Stocks.- A Machine Learning-based Framework for Predicting Candidate Drug Side Effects from Biological Networks.- \u003cstrong\u003eArtificial Intelligence and High-Performance Computing for Advanced Simulations.-\u003c\/strong\u003e Introducing B-spline Basis Functions in Neural Network Approximations.- Augmenting Petrov-Galerkin Method with Optimal Test Functions by DNN Learning the Inverse of the Gram Matrix.- EXPBrain: Exponential Integrators for Glioblastoma Brain Tumor Simulations.- Influence of Mixed Precision on Performance and Accuracy of DNN Training for AI-Accelerated CFD Simulations on NVIDIA Multi-GPU System.- Performance-energy Investigation of Selected Applications using a Parallel Multi-GPU Genetic Algorithm under Power Capping.- Discrete Residual Loss Functions for Training Physics-Informed Neural Networks.- Uncertainty-Aware Well Placement: Simulator-Verified Dual-Network Reinforcement Learning Approach meets Particle Filters.- Sequential, Parallel and Consecutive Hybrid Evolutionary-swarm Optimization Metaheuristics.- Graph Grammar Model for h-adaptation for Meshes with Quadrilateral, Pentagon, and Hexagon Elements.- MinRNNs for Lagrangian-Based Simulations of Transient Flow Problems.- Socio-cognitive Agent-oriented Evolutionary Algorithm with Trust-based Optimization.- Structural Limiting Range of Perception in PSO.- Towards Novel Migration Topologies for Parallel Evolutionary Algorithms.- \u003cstrong\u003eBiomedical and Bioinformatics Challenges for Computer Science.-\u003c\/strong\u003e From the Synaptome to the Connectome: Data Bigness Estimation for the Human Connectome at the Nanoscale.- Enzyme Stability Prediction: Advancing with Ensemble Machine Learning and Explainable Artificial Intelligence.- MTL-FECAM: Bridging the stability-plasticity tradeoff in Exemplar-free Continual Learning.- Development of a pH-Responsive Bio-robotics for Targeted Drug Delivery to Lung Cancer in the Vascular System.- Accelerating Super-Resolution Magnetic Resonance Imaging Using Toeplitz k-Space Matrices and Deep Learning Reconstruction.- Logistic Regression with Covariate Clustering in Genome-wide Association Interaction Studies.- Predicting Antibody Responses to Type V GBS-TT Conjugate Vaccine Using Computational Modelling.- A Computational Immune Approach for Modeling Different Levels of Severity in COVID-19 Infections.- Implementation of Convolutional Neural Networks for the Purpose of Five Types of White Blood Cells Automatic Counting.- BioSkel - Towards a Framework for OMICS Applications.- Uncertainty Quantification of Thermal Damage in Hyperthermia as a Cancer Therapy.- Bias in Dermatological Datasets: A Critical Analysis of the Underrepresentation of Dark Skin Tones in Melanoma Classification Images.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Default Title","offer_id":53195501011287,"sku":"9783031975530","price":66.49,"currency_code":"GBP","in_stock":true}],"url":"https:\/\/bookcurl.com\/products\/computational-science-iccs-2025-workshops-9783031975530","provider":"Book Curl","version":"1.0","type":"link"}