000 02629nam a2200301Ia 4500
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020 _a9783527413157
037 _cTextual
040 _aCSL
_beng
_cCSL
041 _aeng
084 _aC:(9S) Q5 TC
_qCSL
100 _aLandau, Rubin H.
_91114434
245 0 _aComputational physics problem solving with python
250 _a3rd
260 _aWeinheim:
_bWiley-VCH,
_c2015.
300 _axxii, 622p.
_b: ill.
500 _aAppendix 607-608p.; Bibliography 609-614p.; Index 615-622p.
520 _aThe use of computation and simulation has become an essential part of the scientific process. Being able to transform a theory into an algorithm requires significant theoretical insight, detailed physical and mathematical understanding, and a working level of competency in programming. This upper-division text provides an unusually broad survey of the topics of modern computational physics from a multidisciplinary, computational science point of view. Its philosophy is rooted in learning by doing (assisted by many model programs), with new scientific materials as well as with the Python programming language. Python has become very popular, particularly for physics education and large scientific projects. It is probably the easiest programming language to learn for beginners, yet is also used for mainstream scientific computing, and has packages for excellent graphics and even symbolic manipulations. The text is designed for an upper-level undergraduate or beginning graduate course and provides the reader with the essential knowledge to understand computational tools and mathematical methods well enough to be successful. As part of the teaching of using computers to solve scientific problems, the reader is encouraged to work through a sample problem stated at the beginning of each chapter or unit, which involves studying the text, writing, debugging and running programs, visualizing the results, and the expressing in words what has been done and what can be concluded. Then there are exercises and problems at the end of each chapter for the reader to work on their own (with model programs given for that purpose).
650 _aComputer Science
_91114435
650 _aPython
_91114436
650 _aPhysics
_91114437
700 _aPaez, Manuel J.
_91114438
700 _aBordeianu, Cristian C.
_91114439
942 _hC:(9S) Q5 TC
_cTB
_2CC
_n0
999 _c16657
_d16657