Large-Scale Scientific Computations: 14th International Conference, Lssc 2023, Sozopol, Bulgaria, June 5-9, 2023, Revised Selected Papers
Lirkov, Ivan, Margenov, Svetozar
- 出版商: Springer
- 出版日期: 2024-05-24
- 售價: $3,310
- 貴賓價: 9.5 折 $3,145
- 語言: 英文
- 頁數: 482
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3031562070
- ISBN-13: 9783031562075
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商品描述
This book constitutes the refereed proceedings of the 14th International Conference on Large-Scale Scientific Computations, LSSC 2023, held in Sozopol, Bulgaria, during June 5-9, 2023.
The 49 full papers included in this book were carefully reviewed and selected from 61 submissions. They were organized in topical sections as follows: preconditioning and multilevel methods; fractures and mixed dimensional modeling: discretizations, solvers, and methodology; machine learning and model order reduction for large scale predictive simulations; fractional differential problems: theoretical aspects, algorithms and applications; variational analysis and optimal control; stochastic optimal control and numerical methods in economics and finance; tensor methods for big data analytics and low-rank approximations of PDEs solutions; applications of metaheuristics to large-scale problems; large-scale models: numerical methods, parallel computations and applications; HPC and HPDA: algorithms and applications.
The 49 full papers included in this book were carefully reviewed and selected from 61 submissions. They were organized in topical sections as follows: preconditioning and multilevel methods; fractures and mixed dimensional modeling: discretizations, solvers, and methodology; machine learning and model order reduction for large scale predictive simulations; fractional differential problems: theoretical aspects, algorithms and applications; variational analysis and optimal control; stochastic optimal control and numerical methods in economics and finance; tensor methods for big data analytics and low-rank approximations of PDEs solutions; applications of metaheuristics to large-scale problems; large-scale models: numerical methods, parallel computations and applications; HPC and HPDA: algorithms and applications.
商品描述(中文翻譯)
本書為第14屆國際大型科學計算會議（LSSC 2023）的經過審稿的會議論文集，會議於2023年6月5日至9日在保加利亞的索佐波爾舉行。本書收錄的49篇完整論文是從61篇投稿中精心審核和選出的。這些論文依主題分為以下幾個部分：預處理和多層次方法；裂縫與混合維度建模：離散化、求解器和方法論；機器學習和大型預測模擬的模型階數降低；分數微分問題：理論方面、算法和應用；變分分析和最佳控制；隨機最佳控制及經濟與金融中的數值方法；大數據分析的張量方法及偏微分方程解的低秩近似；元啟發式算法在大型問題中的應用；大型模型：數值方法、並行計算和應用；高效能計算（HPC）和高效能數據分析（HPDA）：算法和應用。
