{"product_id":"computational-and-statistical-methods-for-chemical-engineering-hardback","title":"Computational and Statistical Methods for Chemical Engineering - Hardback","description":"\u003cp\u003eIn the recent decades, the emerging new molecular measurement techniques and their subsequent availability in chemical database has allowed easier retrieval of the associated data by the chemical analyst. Before the data revolution, most books focused either on mathematical modeling of chemical processes or exploratory chemometrics\u003ci\u003e.\u003cstrong\u003e Computational and Statistical Methods for Chemical Engineering\u003c\/strong\u003e\u003c\/i\u003e aims to combine these two approaches and provide aspiring chemical engineers a single, comprehensive account of computational and statistical methods.\u003c\/p\u003e\u003cp\u003eThe book consists of four parts:\u003c\/p\u003e\u003cul\u003e \u003cb\u003e \u003c\/b\u003e\u003cp\u003e \u003c\/p\u003e \u003cli\u003ePart I discusses the necessary calculus, linear algebra, and probability background that the student may or may not have encountered before.\u003c\/li\u003e \u003cli\u003e \u003cb\u003ePart II\u003c\/b\u003e provides an overview on standard computational methods and approximation techniques useful for chemical engineering systems.\u003c\/li\u003e \u003cli\u003e \u003cb\u003ePart III\u003c\/b\u003e covers the most important statistical models, starting from simple measurement models, via linear models all the way to multivariate, non-linear stochiometric models.\u003c\/li\u003e \u003cli\u003e \u003cb\u003ePart IV\u003c\/b\u003e focuses on the importance of designed experiments and robust analyses.\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eEach chapter is accompanied by an extensive selection of theoretical and practical exercises. The book can be used in combination with any modern computational environment, such as R, Python and MATLAB. Given its easy and free availability, the book includes a bonus chapter giving a simple introduction to R programming.\u003c\/p\u003e\u003cp\u003eThis book is particularly suited for undergraduate students in Chemical Engineering who require a semester course in computational and statistical methods. The background chapters on calculus, linear algebra and probability make the book entirely self-contained. The book takes its examples from the field of chemistry and chemical engineering. In this way, it motivates the student to engage actively with the material and to master the techniques that have become crucial for the modern chemical engineer.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45600397230318,"sku":"9781032013244","price":137.7,"currency_code":"AUD","in_stock":true}],"url":"https:\/\/bookland.com.au\/products\/computational-and-statistical-methods-for-chemical-engineering-hardback","provider":"Book Land AU","version":"1.0","type":"link"}