Modeling and Simulation of Everyday Things
暫譯: 日常事物的建模與模擬
Roth, Michael
- 出版商: CRC
- 出版日期: 2025-03-31
- 售價: $2,580
- 貴賓價: 9.5 折 $2,451
- 語言: 英文
- 頁數: 532
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032995041
- ISBN-13: 9781032995045
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商品描述
With Python, C++, FORTRAN, and a friendly conversational tone peppered with attempted
humor, Modeling and Simulation of Everyday Things takes us on a journey through constructing
models and simulations of systems and processes in everyday life and beyond.
Readers can access an example-packed online repository of programs in each of the three
languages, including seldom covered work in generalized geometries and 3D.
This second edition is a wonderful confluence of development of Python and C++ applications
and will cultivate a broad perspective in the readership through having translations of
major programs available in Python, C++, and FORTRAN (as we move forward, software
engineers and researchers are recognizing the value of legacy programming). In addition to
leveraging the best of the three languages, the readership can explore versatility in visualization
by using native Python graphics as well as POV Raytracer and third-party animation
tools. We approach modeling of a system by introducing the theoretical framework of
the system, followed by its discretized form, and then with narrated programs and sample
results that also appear in the online repository.
Readers will be able to critically think through constructing models and simulations of
a vast array of systems, interpreting results, and visualizing them (which includes examples
for visually and auditorily impaired individuals). Most importantly, their confidence will
propel them forward to meet the challenges of the field and to think "outside the book."
Leveraging the best of three coding languages, two tracks for visualization, a conversational
tone, and numerous examples, this book is extremely versatile and can be used by
students from high school through science undergraduates in 2-year and 4-year institutions.
The text is also ideal for use in Data Science as well as Professional Science Master's
programs.
商品描述(中文翻譯)
使用 Python、C++、FORTRAN,並以友好的對話語氣穿插幽默,《日常事物的建模與模擬》帶領我們踏上構建日常生活及其他領域系統和過程模型與模擬的旅程。讀者可以訪問一個包含三種語言的範例豐富的在線程式庫,其中包括在一般幾何和三維方面鮮少涉及的工作。本書的第二版是 Python 和 C++ 應用程式發展的美妙交匯,並將通過提供 Python、C++ 和 FORTRAN 的主要程式翻譯,培養讀者的廣泛視野(隨著時間的推移,軟體工程師和研究人員越來越認識到舊版程式設計的價值)。除了充分利用這三種語言的優勢外,讀者還可以通過使用原生 Python 圖形、POV Raytracer 以及第三方動畫工具來探索可視化的多樣性。我們通過介紹系統的理論框架來接近系統建模,然後是其離散化形式,接著是帶有敘述的程式和樣本結果,這些結果也出現在在線程式庫中。讀者將能夠批判性地思考構建各種系統的模型和模擬,解釋結果並將其可視化(這包括針對視覺和聽覺障礙人士的範例)。最重要的是,他們的信心將推動他們迎接該領域的挑戰,並思考「超越書本」。本書充分利用三種程式語言的優勢、兩條可視化路徑、對話語氣和眾多範例,極具多樣性,適合從高中生到兩年制和四年制大學的科學本科生使用。該文本也非常適合用於數據科學以及專業科學碩士課程。
作者簡介
Michael Roth has held higher education administrative positions in Colorado, Iowa and Kentucky and has held faculty positions at a variety of community colleges and universities in Colorado, New Mexico, Texas, Iowa and Kentucky. He enjoys team building, working with people and navigating difficult conversations. He has a passion for teaching and holds several awards for teaching excellence across all levels of undergraduate study and has participated in course and program development and assessment. He has involved a large and diverse group of students in his computational physics modeling and simulation-based research program and has published numerous articles and presented at conferences with them in the fields of condensed matter surface physics, bullet impact, groundwater flow, snow remediation, solar system formation and planetary impact. The author collects old family vehicles, antique science books and antique laboratory equipment.
作者簡介(中文翻譯)
邁克爾·羅斯(Michael Roth)曾在科羅拉多州、愛荷華州和肯塔基州擔任高等教育行政職位,並在科羅拉多州、新墨西哥州、德克薩斯州、愛荷華州和肯塔基州的多所社區大學和大學擔任教職。他喜歡團隊建設、與人合作以及處理困難的對話。他對教學充滿熱情,並在所有本科階段的教學中獲得多項卓越教學獎項,參與課程和項目的開發與評估。他在其計算物理建模和基於模擬的研究計劃中,吸引了一大批多元化的學生,並與他們在凝聚態表面物理、子彈衝擊、地下水流動、雪的修復、太陽系形成和行星衝擊等領域發表了多篇文章並參加了會議。作者還收藏舊家族車輛、古董科學書籍和古董實驗室設備。