000 | 03311nam a22005775i 4500 | ||
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001 | 978-3-031-23294-7 | ||
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_a9783031232947 _9978-3-031-23294-7 |
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_a10.1007/978-3-031-23294-7 _2doi |
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_aChowdhury, Sujaul. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _984536 |
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245 | 1 | 0 |
_aMonte Carlo Methods Utilizing Mathematica® _h[electronic resource] : _bApplications in Inverse Transform and Acceptance-Rejection Sampling / _cby Sujaul Chowdhury. |
250 | _a1st ed. 2023. | ||
264 | 1 |
_aCham : _bSpringer Nature Switzerland : _bImprint: Springer, _c2023. |
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300 |
_aVIII, 149 p. 46 illus., 25 illus. in color. _bonline resource. |
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336 |
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_acomputer _bc _2rdamedia |
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490 | 1 |
_aSynthesis Lectures on Mathematics & Statistics, _x1938-1751 |
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505 | 0 | _aIntroduction for Part I -- Evaluation of Definite Integrals Using Inverse Transform Sampling Utilizing Mathematica -- Introduction for Part II -- Evaluation of Definite Integrals Using Acceptance-rejection Sampling Utilizing Matematica -- Variational Monte Carlo Method Applied to Ground State of Simple Harmonic Oscillator Using Acceptance-rejection Sampling Utilizing Mathematica. | |
520 | _aThis book provides practical demonstrations of how to carry out definite integrals with Monte Carlo methods using Mathematica and using random variates sampled by the inverse transform method. The author covers the acceptance-rejection method using uniform, linear, Gaussian, and exponential probability distribution functions. This book also contains a chapter applying the Variational Quantum Monte Carlo method to a simple harmonic oscillator. These topics are all essential for students of mathematics and physics. The author includes thorough background on each topic covered within the book in order to help readers understand the subject. The book also contains many examples to show how the information can be applied. . | ||
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_aComputer science _xMathematics. _93866 |
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_aComputational Mathematics and Numerical Analysis. _931598 |
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_aMathematics of Computing. _931875 |
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_aApplications of Mathematics. _931558 |
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_aSpringerLink (Online service) _984546 |
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_iPrinted edition: _z9783031232930 |
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