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Book Synopsis

ICCS 2025 Main Track Full Papers.- Control Synthesis of Homogeneous Approximations of Nonlinear Systems.- A Robust Ensemble Malware Detector Against Powerful Adversaries.- Physics-Aware Compression of Plasma Distribution Functions with GPU-Accelerated Gaussian Mixture Models.- Hierarchical Structural Information – Theory and Applications.- A Connectionist Approach to Federated Digital Twins.- Low Latency Recoding CORDIC Algorithm for FPGA Implementation.- Global Optimization of Microwave Circuits Using Dimensionality Reduction and Multi-Fidelity EM Simulations.- Understanding the Limitations of Deep Transformer Models for Sea Ice Forecasting.- Microscopic Binary Engagement Model.- Dead Gate Elimination.- Advances in Adapting Memory-Bound CFD Computations to RISC-V Multicore Architecture.- Detecting Potential HIV Inhibitors using the Cross Siamese Network.- Generation of Quality Green’s Function Libraries in Complex Three-dimensional Crustal Structures by Adaptive Mesh Refinement.- An Iterative Scheme for the Solidification Benchmark Modeling.- Robust, Efficient, and Long-Time Accurate Schemes to Simulate Gas Storage in Geological Formation.- A Hybrid Approach for Medical Deepfake Detection Using Depth-Wise Convolutions in Vision Transformer and Frequency Domain Analysis.- Static Load Balancing for Molecular-Continuum Flow Simulations with Heterogeneous Particle Systems and on Heterogeneous Hardware.- Joint Spatial-Temporal Representation for Host Intrusion Detection System.- Will it Blend? Mixing Numerical and Machine-learned Physics Quantities for Accurate On-the-Fly Surrogate Modeling.- Biological Community Detection with Graph neural network and Network Curvature Analysis on Gene Co-expression Networks.- Incorporating Performance Ordering in MCDA: A Study of the Frobenius SPOTIS Method.

Computational Science ICCS 2025

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    A Paperback by Michael H. Lees

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      Publisher: Springer
      Publication Date: Publication Date: 01/08/2025
      ISBN13: 9783031976315, 978-3031976315
      ISBN10:
      Also in:
      Computing Mathematical theory of computation

      Description

      Book Synopsis

      ICCS 2025 Main Track Full Papers.- Control Synthesis of Homogeneous Approximations of Nonlinear Systems.- A Robust Ensemble Malware Detector Against Powerful Adversaries.- Physics-Aware Compression of Plasma Distribution Functions with GPU-Accelerated Gaussian Mixture Models.- Hierarchical Structural Information – Theory and Applications.- A Connectionist Approach to Federated Digital Twins.- Low Latency Recoding CORDIC Algorithm for FPGA Implementation.- Global Optimization of Microwave Circuits Using Dimensionality Reduction and Multi-Fidelity EM Simulations.- Understanding the Limitations of Deep Transformer Models for Sea Ice Forecasting.- Microscopic Binary Engagement Model.- Dead Gate Elimination.- Advances in Adapting Memory-Bound CFD Computations to RISC-V Multicore Architecture.- Detecting Potential HIV Inhibitors using the Cross Siamese Network.- Generation of Quality Green’s Function Libraries in Complex Three-dimensional Crustal Structures by Adaptive Mesh Refinement.- An Iterative Scheme for the Solidification Benchmark Modeling.- Robust, Efficient, and Long-Time Accurate Schemes to Simulate Gas Storage in Geological Formation.- A Hybrid Approach for Medical Deepfake Detection Using Depth-Wise Convolutions in Vision Transformer and Frequency Domain Analysis.- Static Load Balancing for Molecular-Continuum Flow Simulations with Heterogeneous Particle Systems and on Heterogeneous Hardware.- Joint Spatial-Temporal Representation for Host Intrusion Detection System.- Will it Blend? Mixing Numerical and Machine-learned Physics Quantities for Accurate On-the-Fly Surrogate Modeling.- Biological Community Detection with Graph neural network and Network Curvature Analysis on Gene Co-expression Networks.- Incorporating Performance Ordering in MCDA: A Study of the Frobenius SPOTIS Method.

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