Applied Mathematical Analysis and Computations II: 1st Sgmc, Statesboro, Usa, April 2-3, 2021 (Virtual)

Wanduku, Divine, Zheng, Shijun, Zhou, Haomin

  • 出版商: Springer
  • 出版日期: 2024-11-16
  • 售價: $8,520
  • 貴賓價: 9.5$8,094
  • 語言: 英文
  • 頁數: 363
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 303169709X
  • ISBN-13: 9783031697098
  • 海外代購書籍(需單獨結帳)

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商品描述

This volume convenes selected, peer-reviewed research and survey articles that address the modern state-of-the-art in varied areas of applied mathematical analysis. They were presented at the 1st Southern Georgia Mathematics Conference (SGMC) that was virtually held on April 2--3, 2021, at Georgia Southern University, Statesboro, USA. Papers in this volume incorporate both advanced theory and methods from mathematical analysis and cover myriad topics such as imaging and inverse problems, evolutionary PDEs, symbolic computation, dynamics and data analysis, data science, computational mathematics, and more. This second volume focuses on modeling, simulation and data analytical studies in the field of computational mathematics.

These studies and findings contained herein will be of interest to researchers and graduate students working in the fields of mathematical analysis, modeling, data analysis, and computation, with applications in many interdisciplinary applied sciences, including statistics, physics, biology, and medical imaging. They are particularly relevant to those at the forefront of applied mathematical and statistical analysis, as well as data science and other computational science disciplines.

In its first edition, the Southern Georgia Mathematics Conference brought together 74 speakers from 70 different institutions, including the USA, Canada, Austria, and Botswana. Attendees included faculty, researchers, experts, graduate, and undergraduate students from all over the world.

商品描述(中文翻譯)

本卷匯集了經過同行評審的研究和調查文章,探討應用數學分析的現代尖端技術。這些文章是在2021年4月2日至3日於美國喬治亞州南方大學以虛擬方式舉行的第一屆南喬治亞數學會議(SGMC)上發表的。本卷中的論文結合了數學分析的先進理論和方法,涵蓋了多種主題,如影像與反問題、演化偏微分方程、符號計算、動態與數據分析、數據科學、計算數學等。本第二卷專注於計算數學領域中的建模、模擬和數據分析研究。

本書中的研究和發現將引起從事數學分析、建模、數據分析和計算領域的研究人員和研究生的興趣,並在許多跨學科的應用科學中具有應用價值,包括統計學、物理學、生物學和醫學影像學。這些內容對於在應用數學和統計分析、數據科學及其他計算科學學科前沿的研究者尤其相關。

在首屆南喬治亞數學會議中,來自70個不同機構的74位講者齊聚一堂,這些機構包括美國、加拿大、奧地利和博茨瓦納。與會者包括來自世界各地的教職員、研究人員、專家、研究生和本科生。