Modeling and Simulation of Everyday Things

2. Auflage 2025
ISBN: 978-1-032-99504-5
Verlag: Taylor & Francis Ltd

Buch, Englisch, 544 Seiten, Format (B × H): 178 mm x 254 mm

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.

Zielgruppe

Professional Practice & Development, Professional Reference, and Undergraduate Advanced

Autoren/Hrsg.

Roth, Michael

Fachgebiete

• Naturwissenschaften Physik Physik Allgemein Theoretische Physik, Mathematische Physik, Computerphysik

Inhaltsverzeichnis

1. Some Perspective on the Neighborhood

2. Getting Some Solid Tools in Place

3. Visualization: Experiencing and Sharing the Beauty and Relevance of your Work.

4. Headlines that Touch our Humanity.

5. The Many Faces of Music.

6. Going with the Flow.

7. One of the Most Versatile Simulation Tools Around

8. Atomic and Molecular Modeling

9. Classical Astrophysical Simulations

10. Object Oriented Programming (OOP).

11. When Heavy Lifting is Needed: Parallel Computing, Scripting and GPU's

12. The Revolution of Artificial Intelligence.

Über Autor(innen)

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.