Computational Problems for Physics: With Guided Solutions Using Python
暫譯: 物理學計算問題:使用 Python 的引導式解答
Landau, Rubin H., Páez, Manuel José
- 出版商: CRC
- 出版日期: 2026-11-18
- 售價: $3,310
- 貴賓價: 9.5 折 $3,144
- 語言: 英文
- 頁數: 468
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1041191782
- ISBN-13: 9781041191780
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相關分類:
物理學 Physics、數值分析 Numerical-analysis、Python
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相關主題
商品描述
Our future scientists and professionals must be conversant in computational techniques. In order to facilitate integration of computer methods into existing physics courses, Computational Problems for Physics offers a large number of worked examples and problems with fully guided solutions in Python (as well as Mathematica, Java, C, Fortran, and Maple on the Web). The book can be used as a self-study guide for learning how to use computer methods in physics. Fully revised, this second edition includes:
- A chapter on neural networks, machine learning, and artificial intelligence, with the building of simple networks, and the use of machine learning software.
- A chapter on quantum computing with some problems to be run on the IBM Quantum Computer.
- A chapter on general relativity with manipulations of the field equations and with computation of GR corrections to classical mechanics.
- An expanded coverage of principal component analysis.
A crucial resource for students beginning their study of computational physics with in-depth and engaging problems and exercises.
商品描述(中文翻譯)
未來的科學家與專業人士都必須熟悉計算技術。為了協助將電腦方法融入現有的物理學課程,《Computational Problems for Physics》提供大量具完整引導式解答的範例與習題,並以 Python 撰寫(網站上另提供 Mathematica、Java、C、Fortran 與 Maple 的版本)。本書也可作為自學指南,協助讀者學習如何在物理學中運用電腦方法。
本書第二版經全面修訂,新增內容包括:
• 神經網路、機器學習與人工智慧專章,涵蓋簡單網路的建構,以及機器學習軟體的使用。
• 量子計算專章,其中部分習題可在 IBM Quantum Computer 上執行。
• 廣義相對論專章,涵蓋場方程式的運算,以及經典力學中廣義相對論修正項的計算。
• 擴充主成分分析(principal component analysis)的介紹。
本書是開始研習計算物理學的學生不可或缺的資源,提供深入且引人入勝的問題與練習。
作者簡介
Rubin Landau is a Distinguished Professor Emeritus in the Department of Physics at Oregon State University in Corvallis and a Fellow of the American Physical Society (Division of Computational Physics). His research specialty is computational studies of the scattering of elementary particles from subatomic systems and momentum space quantum mechanics (over 100 papers). Landau has taught courses throughout the undergraduate and graduate curricula, and, for over 20 years, in computational physics, as well as authoring a number of textbooks. He was the founder of the OSU Computational Physics degree program, an Executive Committee member of the APS Division of Computational Physics, the AAPT Technology Committee, the Extreme Science and Engineering Discovery Environment (XSEDE) advisory committee, and has been part of the Education Program at the SuperComputing (SC) conferences for over a decade.
Manuel José Páez-Mejia has been a Professor of Physics at Universidad de Antioquia in Medellín, Colombia, since January 1969. He has been teaching courses in Modern Physics, Nuclear Physics, Computational Physics, Numerical Methods, Mathematical Physics, and Programming in Fortran, Pascal, and C languages. He has authored scientific papers in nuclear physics and computational physics, as well as texts on the C Language, General Physics, and Computational Physics (coauthored with Rubin Landau and Cristian Bordeianu). In the past, he and Landau conducted pioneering computational investigations of the interactions of mesons and nucleons with few-body nuclei. Professor Paez has led workshops in Computational Physics throughout Latin America, and has been Director of Graduate Studies in Physics at the Universidad de Antioquia.
作者簡介(中文翻譯)
Rubin Landau 是 Oregon State University(位於 Corvallis)的物理學系特聘榮譽退休教授,也是 American Physical Society(計算物理學部門)的 Fellow。他的研究專長是研究基本粒子與次原子系統的散射,以及動量空間量子力學的計算(發表論文逾 100 篇)。Landau 曾教授大學部與研究所各階段的課程,並在超過 20 年的時間裡教授計算物理學課程;此外,他也撰寫了多本教科書。他是 OSU 計算物理學學位課程的創辦人,曾任 APS 計算物理學部門執行委員會委員、AAPT Technology Committee 委員,以及 Extreme Science and Engineering Discovery Environment(XSEDE)諮詢委員會委員;此外,超過十年來,他一直參與 SuperComputing(SC)會議的 Education Program。
Manuel José Páez-Mejia 自 1969 年 1 月起,便在哥倫比亞 Medellín 的 Universidad de Antioquia 擔任物理學教授。他曾教授現代物理學、核子物理學、計算物理學、數值方法、數理物理學,以及 Fortran、Pascal 和 C 語言程式設計等課程。他曾發表核子物理學與計算物理學相關的科學論文,也撰寫過 C 語言、普通物理學與計算物理學等教材,其中計算物理學教材是與 Rubin Landau 及 Cristian Bordeianu 合著。在過去,Páez 與 Landau 曾針對介子及核子與少體核之間的交互作用,進行開創性的計算研究。Páez 教授曾在整個拉丁美洲主持計算物理學工作坊,並曾擔任 Universidad de Antioquia 物理學研究所研究生學程主任。