Description

Book Synopsis

.- First Workshop on Advancements of Global Challenges Applications.
.- Simulation of wildfires using EuroHPC resources: challenges and opportunities.
.- Ktirio Urban Building: A Computational Framework for City Energy Simulations Enhanced by CI/CD Innovations on EuroHPC Systems.
.- Fostering uncertainty quantification in Global Challenges with mUQSA toolkit.
.- Portability of Multiphysics Applications on Heterogeneous Modular Supercomputers.
.- Efficient allocation of image recognition and LLM tasks on multi-GPU system.
.- Parallel reinforcement learning and Gaussian process regression for improved physics-based nasal surgery planning.
.- Second Workshop on Applications of Machine Learning and Artificial Intelligence in High Performance Computing.
.- AI-Driven Acceleration of Computational Fluid Dynamic Simulations.
.- A Framework and Methodology for Performance Prediction of HPC Workloads.
.- EM algorithm for cluster of multicore nodes using Level 3 BLAS operations to learn Gaussian mixture models.
.- MLP-based Adaptive Sampling and Optimization of Laser-Ion Acceleration with Ultra-Short Laser Pulses.
.- Minimization of Nonlinear Energies in Python Using FEM and Automatic Differentiation Tools.
.- Comparison of multigrid and machine learning-based Poisson solvers.
.- Adaptive Parallel Average Schwarz Preconditioner for reduced Hsieh-Clouh-Tocher Macro Element.
.- Special Session on Parallel EVD/SVD and its Application in Matrix Computations.
.- Preconditioning of the One-Sided Block-Jacobi SVD Algorithm by Polar Decomposition.
.- Comparison of Two QUBO Formulations of Approximate Block Diagonalization and Their Performance on the D-Wave Advantage Quantum Annealing Machine.
.- 6th Minisymposium on HPC Applications in Physical Sciences.
.- Efficient Algorithm for U(N) to U(3) Representation Reduction in Isospin-Adapted Nuclear Structure Calculations.
.- Study of the magnetic behaviour of oleic-acid coated Co ferrite nanoparticles: A multiscale modeling approach using high-performance computing.
.- 8th Workshop on Complex Collective Systems.
.- High-Resolution Agent-Based Modeling of Campus Population Behaviors for Pandemic Response Planning.
.- A comparison of selected agent-based modelling frameworks.
.- Modelling of opinion formation process on different social networks.
.- Machine learning approach for detecting potential anomalous cosmic rays particles tracks in Earth-scale Cosmic Ray Extremely Distributed Observatory.
.- A multi-cell cellular automata model for roundabout traffic flow considering the heterogeneity of human delay and acceleration.
.- Kernel estimates of pedestrian density applied in simulation of recreational pedestrian movement.
.- Personal Space of People in Movement under Different Conditions.

Parallel Processing and Applied Mathematics

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    A Paperback by Roman Wyrzykowski

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      Publisher: Springer
      Publication Date: Publication Date: 14/04/2025
      ISBN13: 9783031857027, 978-3031857027
      ISBN10:
      Also in:
      Computing Artificial intelligence (AI)

      Description

      Book Synopsis

      .- First Workshop on Advancements of Global Challenges Applications.
      .- Simulation of wildfires using EuroHPC resources: challenges and opportunities.
      .- Ktirio Urban Building: A Computational Framework for City Energy Simulations Enhanced by CI/CD Innovations on EuroHPC Systems.
      .- Fostering uncertainty quantification in Global Challenges with mUQSA toolkit.
      .- Portability of Multiphysics Applications on Heterogeneous Modular Supercomputers.
      .- Efficient allocation of image recognition and LLM tasks on multi-GPU system.
      .- Parallel reinforcement learning and Gaussian process regression for improved physics-based nasal surgery planning.
      .- Second Workshop on Applications of Machine Learning and Artificial Intelligence in High Performance Computing.
      .- AI-Driven Acceleration of Computational Fluid Dynamic Simulations.
      .- A Framework and Methodology for Performance Prediction of HPC Workloads.
      .- EM algorithm for cluster of multicore nodes using Level 3 BLAS operations to learn Gaussian mixture models.
      .- MLP-based Adaptive Sampling and Optimization of Laser-Ion Acceleration with Ultra-Short Laser Pulses.
      .- Minimization of Nonlinear Energies in Python Using FEM and Automatic Differentiation Tools.
      .- Comparison of multigrid and machine learning-based Poisson solvers.
      .- Adaptive Parallel Average Schwarz Preconditioner for reduced Hsieh-Clouh-Tocher Macro Element.
      .- Special Session on Parallel EVD/SVD and its Application in Matrix Computations.
      .- Preconditioning of the One-Sided Block-Jacobi SVD Algorithm by Polar Decomposition.
      .- Comparison of Two QUBO Formulations of Approximate Block Diagonalization and Their Performance on the D-Wave Advantage Quantum Annealing Machine.
      .- 6th Minisymposium on HPC Applications in Physical Sciences.
      .- Efficient Algorithm for U(N) to U(3) Representation Reduction in Isospin-Adapted Nuclear Structure Calculations.
      .- Study of the magnetic behaviour of oleic-acid coated Co ferrite nanoparticles: A multiscale modeling approach using high-performance computing.
      .- 8th Workshop on Complex Collective Systems.
      .- High-Resolution Agent-Based Modeling of Campus Population Behaviors for Pandemic Response Planning.
      .- A comparison of selected agent-based modelling frameworks.
      .- Modelling of opinion formation process on different social networks.
      .- Machine learning approach for detecting potential anomalous cosmic rays particles tracks in Earth-scale Cosmic Ray Extremely Distributed Observatory.
      .- A multi-cell cellular automata model for roundabout traffic flow considering the heterogeneity of human delay and acceleration.
      .- Kernel estimates of pedestrian density applied in simulation of recreational pedestrian movement.
      .- Personal Space of People in Movement under Different Conditions.

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