Computational Methods for Fluid Dynamics - J. Ferziger, M. Peric.djvu

SUMS18 Numerical Methods for Partial Differential Equations, Gwynne A. Evans, Jonathan M. Blackledge, Peter D. Yardley (2000) .zip

包含蒙特卡洛邻域的两大经典著作：Monte Carlo Statistical Methods和monte carlo strategies in scientific computing，希望对大家有帮助

该文档主要讲解MC方法在统计方法上的应用，对于研究深度学习方面的人来说是本不错的书籍

Best practices for evaluating variant calling methods for microbial

Exploring Chemistry With Electronic Structure Methods 第二版

In the past decade, primal-dual algorithms have emerged as the most important and useful algorithms from the interior-point class. This book presents the major primal-dual algorithms for linear programming in straightforward terms. A thorough description of the theoretical properties of these methods is given, as are a discussion of practical and computational aspects and a summary of current software. This is an excellent, timely, and well-written work. The major primal-dual algorithms covered in this book are path-following algorithms (short- and long-step, predictor-corrector), potential-reduction algorithms, and infeasible-interior-point algorithms. A unified treatment of superlinear convergence, finite termination, and detection of infeasible problems is presented. Issue relevant to practical implementation are also discussed, including sparse linear algebra and a complete specification of Mehrota's predictor-correction algorithm. Also treated are extensions of primal-dual algorithms to more general problems such as monotone complementarity, semidefinite programming, and general convex programming problems. Some background in linear programming and its associated duality theory, linear algebra, and numerical analysis is helpful, although an extensive appendix ensures that the book is largely self-contained. The book is useful for graduate students and researchers in the sciences and engineering who are interested in using large-scale optimization techniques in their research, including those interested in original research in interior-point methods. Engineers may also find applications to problems of process control, predictive control, or design optimization. The book may also be used as a text for a special topics course in optimization or a unit of a general course in optimization or linear programming. Researchers and students in the field of interior-point methods will find the book invaluable as a reference to the key results, the basic analysis in the

电子结构领域的权威著作 Electronic Structure author: Richard Martin 提供寻找新的半导体材料所必需的知识，计算领域的未来之所在。

有限差分矩阵代码Cahn-Hilliard方程的数值方法 该存储库基于Matthew Geleta提交的论文“ Cahn-Hilliard方程的数值方法”，该论文是牛津大学数学硕士学位的一部分。 运行脚本“ Example_Script.m”以演示有限差分求解器，并进行漂亮的模拟。 运行脚本“ FEM_Cahn_Hilliard_Irregular.m”以查看不规则域上稳态Cahn-Hilliard方程的有限元解。 运行脚本“ FEM_Cahn_Hilliard_Rectangular.m”以查看矩形域上稳态Cahn-Hilliard方程的有限元解。 该存储库包含用于以下方面的MATLAB代码：-具有Neumann边界条件的二维Cahn-Hilliard方程的五个有限差分方案。 -稳态Cahn-Hilliard方程的有限元格式。 -使用二维辛普森规则计算面积积分的函数。 -用于生成动画的功能，这些动画显示了Cahn-Hilliard系统的演变。 -示例脚本（称为“ Example_Script”），用于演示有限差分代码的工作方式。 -在某些函数内部内部调用的某些后台依赖文件。

Computational Methods for Fluid Dynamics JH Ferziger M.Peric 3rd