標(biāo)題: Titlebook: Recent Advances in Algorithmic Differentiation; Shaun Forth,Paul Hovland,Andrea Walther Conference proceedings 2012 Springer-Verlag Berlin [打印本頁] 作者: Intermediary 時(shí)間: 2025-3-21 17:00
書目名稱Recent Advances in Algorithmic Differentiation影響因子(影響力)
書目名稱Recent Advances in Algorithmic Differentiation影響因子(影響力)學(xué)科排名
書目名稱Recent Advances in Algorithmic Differentiation網(wǎng)絡(luò)公開度
書目名稱Recent Advances in Algorithmic Differentiation網(wǎng)絡(luò)公開度學(xué)科排名
書目名稱Recent Advances in Algorithmic Differentiation被引頻次
書目名稱Recent Advances in Algorithmic Differentiation被引頻次學(xué)科排名
書目名稱Recent Advances in Algorithmic Differentiation年度引用
書目名稱Recent Advances in Algorithmic Differentiation年度引用學(xué)科排名
書目名稱Recent Advances in Algorithmic Differentiation讀者反饋
書目名稱Recent Advances in Algorithmic Differentiation讀者反饋學(xué)科排名
作者: 壓迫 時(shí)間: 2025-3-21 22:49 作者: 秘密會(huì)議 時(shí)間: 2025-3-22 03:15 作者: BROTH 時(shí)間: 2025-3-22 05:25
Increasing Memory Locality by Executing Several Model Instances Simultaneously,ocality of memory accesses this speeds up the computation on processors using a cache hierarchy to overcome the relative slow memory access. The speedup depends on the model code, the processor, the compiler, and on the number of instances.作者: 繞著哥哥問 時(shí)間: 2025-3-22 09:38
Connections Between Power Series Methods and Automatic Differentiation, predominately applied to problems involving differentiation, and Power series began as a tool in the ODE setting. Three examples are presented to highlight this overlap, and several interesting results are presented.作者: patriarch 時(shí)間: 2025-3-22 13:53 作者: STRIA 時(shí)間: 2025-3-22 20:08 作者: HEED 時(shí)間: 2025-3-22 22:47 作者: 一大塊 時(shí)間: 2025-3-23 03:40
Sparse Jacobian Construction for Mapped Grid Visco-Resistive Magnetohydrodynamics,ar, we discuss applying OpenAD to the case of a spatially-adaptive stencil patch that automatically handles differences between the domain interior and boundary, and configuring AD for reduced stencil approximations to the Jacobian. We investigate both scalar and vector tangent mode differentiation,作者: Motilin 時(shí)間: 2025-3-23 07:29 作者: 樹膠 時(shí)間: 2025-3-23 13:27 作者: 因無茶而冷淡 時(shí)間: 2025-3-23 17:34
The Impact of Dynamic Data Reshaping on Adjoint Code Generation for Weakly-Typed Languages Such as g feature of Matlab compared to traditional programming languages, some of which, e.g. Fortran 90, also support vector expressions. In this paper, in the context of the AdiMAT source transformation tool for Matlab, we develop techniques generally applicable for adjoint code generation in the face of作者: 皺痕 時(shí)間: 2025-3-23 19:25 作者: 誤傳 時(shí)間: 2025-3-23 23:25
Conference proceedings 2012 computations to be differentiated. Applications stem from the Earth sciences, nuclear engineering, fluid dynamics, and chemistry, to name just a few. In many cases the applications in a given area of science or engineering share characteristics that require specific approaches to enable AD capabili作者: Factual 時(shí)間: 2025-3-24 04:21 作者: monogamy 時(shí)間: 2025-3-24 09:24 作者: 放逐 時(shí)間: 2025-3-24 14:21 作者: 貝雷帽 時(shí)間: 2025-3-24 17:11
1439-7358 ineering, fluid dynamics, and chemistry, to name just a few. In many cases the applications in a given area of science or engineering share characteristics that require specific approaches to enable AD capabili978-3-642-43991-9978-3-642-30023-3Series ISSN 1439-7358 Series E-ISSN 2197-7100 作者: antipsychotic 時(shí)間: 2025-3-24 22:56 作者: chondromalacia 時(shí)間: 2025-3-25 02:40 作者: cocoon 時(shí)間: 2025-3-25 04:42 作者: 直言不諱 時(shí)間: 2025-3-25 10:49 作者: 磨坊 時(shí)間: 2025-3-25 11:42
Andrea Walther . if and only if there exists a constant . such that . and . are . in the space . of real-valued continuous functions, i.e., . for some . (Theorem?.). In Sect.?., we establish versions of equidistribution of preimages with respect to the equilibrium state (see Proposition?. and Theorem?.).作者: 易改變 時(shí)間: 2025-3-25 17:28 作者: 奇思怪想 時(shí)間: 2025-3-25 23:38
Conference proceedings 2012nference cover the application of AD to many areas in science and engineering as well as aspects of AD theory and its implementation in tools. For all papers the referees, selected from the program committee and the greater community, as well as the editors have emphasized accessibility of the prese作者: sulcus 時(shí)間: 2025-3-26 01:01 作者: 蒙太奇 時(shí)間: 2025-3-26 06:19 作者: 初學(xué)者 時(shí)間: 2025-3-26 09:28
Applying Automatic Differentiation to the Community Land Model,ing sensitivity knowledge can lead to improved parameter calibration. We present our experiences in applying OpenAD to the Fortran-based crop model code in the Community Land Model (CLM). We identify several issues that need to be addressed in future developments of tangent-linear and adjoint versions of the CLM.作者: Munificent 時(shí)間: 2025-3-26 16:06
Using Automatic Differentiation to Study the Sensitivity of a Crop Model,h the TAPENADE tool, and the use of this accurate adjoint to perform some sensitivity analysis. This paper reports on the experience from AD users of the environmental domain, in which AD usage is not very widespread.作者: phlegm 時(shí)間: 2025-3-26 17:12
Native Handling of Message-Passing Communication in Data-Flow Analysis,odification of the code’s internal representation, i.e. the flow graph. This extension relies on an accurate matching of communication points, which can’t be found automatically in general, and thus new user directives prove useful.作者: 用肘 時(shí)間: 2025-3-26 23:37
A Leibniz Notation for Automatic Differentiation,entiation community is resolutely Newtonian. In this paper we extend the Leibniz notation to include the reverse (or adjoint) mode of Automatic Differentiation, and use it to demonstrate the stepwise numerical equivalence of the three approaches using the reverse mode to obtain second order derivati作者: 繁重 時(shí)間: 2025-3-27 04:06 作者: Mere僅僅 時(shí)間: 2025-3-27 07:25
Combining Automatic Differentiation Methods for High-Dimensional Nonlinear Models,odels when the effective rank of the first-order sensitivity matrix is orders of magnitude smaller than the size of the input data. Here, the method is extended to handle nonlinear models, where the evaluation of higher-order derivatives is important but also challenging because the number of deriva作者: clarify 時(shí)間: 2025-3-27 13:15
Application of Automatic Differentiation to an Incompressible URANS Solver, incompressible flows. This adjoint solver is to be employed in active flow control problems to enhance the performance of aerodynamic configurations. We discuss on how the development of such a code can be eased through the use of the reverse mode of Automatic/Algorithmic Differentiation (AD). If A作者: nonradioactive 時(shí)間: 2025-3-27 14:32
Applying Automatic Differentiation to the Community Land Model,tainty exists in model-based predictions. Evaluation and improvement of model codes are one of the priorities of climate science research. Automatic Differentiation enables analysis of sensitivities of predicted outcomes to input parameters by calculating derivatives of modeled functions. The result作者: oncologist 時(shí)間: 2025-3-27 20:49
Using Automatic Differentiation to Study the Sensitivity of a Crop Model,d Dynamics. In agronomy, the differentiation of crop models has never been performed since these models are more empirical than fully mecanistic, derived from equations. This study shows the feasibility of constructing the adjoint model of a crop model referent in the agronomic community (STICS) wit作者: tympanometry 時(shí)間: 2025-3-27 22:57 作者: OUTRE 時(shí)間: 2025-3-28 05:56 作者: LASH 時(shí)間: 2025-3-28 07:56 作者: 傳染 時(shí)間: 2025-3-28 10:47 作者: Factual 時(shí)間: 2025-3-28 15:33 作者: 使閉塞 時(shí)間: 2025-3-28 19:33 作者: Delude 時(shí)間: 2025-3-28 23:25
On the Efficient Computation of Sparsity Patterns for Hessians,two algorithms to detect the sparsity pattern of Hessians: An approach for the computation of exact sparsity patterns and a second one for the overestimation of sparsity patterns. For both algorithms, corresponding complexity results are stated. Subsequently, new data structures and set operations a作者: 音樂學(xué)者 時(shí)間: 2025-3-29 05:34 作者: IST 時(shí)間: 2025-3-29 10:24
Automatic Differentiation Through the Use of Hyper-Dual Numbers for Second Derivatives,ent mathematical properties of generalized complex numbers that enable first-derivative information to be carried in the non-real part of the number. These methods are capable of producing effectively exact derivative values. However, when second-derivative information is desired, generalized comple作者: 出生 時(shí)間: 2025-3-29 13:42 作者: sultry 時(shí)間: 2025-3-29 16:44
Hierarchical Algorithmic Differentiation A Case Study, atmospheric remote sensing problem. In-depth structural and performance analyses allow for the run time factor between the adjoint generated by overloading in C++ and the original forward simulation to be reduced to 3. 5. The dense Jacobian matrix of the underlying problem is computed at the same c作者: 針葉 時(shí)間: 2025-3-29 22:07
Storing Versus Recomputation on Multiple DAGs,g the adjoint sweep, in practice, only the store-all or recompute-all approaches are fully automated. This paper considers a heuristic approach for exploiting finer granularity recomputations to reduce the storage requirements and thereby improve the overall adjoint efficiency without the need for m作者: BOOM 時(shí)間: 2025-3-30 00:53 作者: TOM 時(shí)間: 2025-3-30 05:51 作者: construct 時(shí)間: 2025-3-30 09:58 作者: Constituent 時(shí)間: 2025-3-30 15:05 作者: 蠟燭 時(shí)間: 2025-3-30 19:45 作者: 使無效 時(shí)間: 2025-3-30 21:07
Automatic Differentiation Through the Use of Hyper-Dual Numbers for Second Derivatives,derivative information provided that multiplication is commutative. One particular number system is developed, termed ., which produces exact first- and second-derivative information. The accuracy of these calculations is demonstrated on an unstructured, parallel, unsteady Reynolds-Averaged Navier-Stokes solver.作者: colony 時(shí)間: 2025-3-31 04:17
Hierarchical Algorithmic Differentiation A Case Study,cation this approach yields a speed-up over black-box tangent-linear and adjoint mode of more than 170. Furthermore, the memory consumption is reduced by a factor of 1,000 compared to applying black-box adjoint mode.作者: Brain-Imaging 時(shí)間: 2025-3-31 05:02 作者: Deduct 時(shí)間: 2025-3-31 10:00
sent an accessible treatment, assuming minimal background, of the profound work of G. A. Margulis concerning rigidity, arithmeticity, and structure of lattices in semi- simple groups, and related work of the author on the actions of semisimple groups and their lattice subgroups. In doing so, we deve作者: 被告 時(shí)間: 2025-3-31 17:14
Bruce Christiansonsent an accessible treatment, assuming minimal background, of the profound work of G. A. Margulis concerning rigidity, arithmeticity, and structure of lattices in semi- simple groups, and related work of the author on the actions of semisimple groups and their lattice subgroups. In doing so, we deve作者: Galactogogue 時(shí)間: 2025-3-31 21:05
Johannes Willkomm,Christian H. Bischof,H. Martin Bücker this chapter is the thermodynamical formalism. In Sect.?., we state the assumptions on some of the objects in the remaining part of this monograph, which we are going to repeatedly refer to later as .. In Sect.?. and Sect.?., we prove the existence and uniqueness, respectively, of equilibrium state作者: 高談闊論 時(shí)間: 2025-3-31 22:57
Andrea Walther this chapter is the thermodynamical formalism. In Sect.?., we state the assumptions on some of the objects in the remaining part of this monograph, which we are going to repeatedly refer to later as .. In Sect.?. and Sect.?., we prove the existence and uniqueness, respectively, of equilibrium state作者: 雇傭兵 時(shí)間: 2025-4-1 05:43
Benjamin Letschert,Kshitij Kulshreshtha,Andrea Walther,Duc Nguyen,Assefaw Gebremedhin,Alex Pothenory. In 1945 S. Ulam and J. von Neumann in their short note [44] suggested to study ergodic theorems for the more general situation when one applies in turn different transforma- tions chosen at random. Their program was fulfilled by S. Kakutani [23] in 1951. ‘Both papers considered the case of tran作者: Coronation 時(shí)間: 2025-4-1 09:00
Jeffrey A. Fike,Juan J. Alonso45 S. Ulam and J. von Neumann in their short note [44] suggested to study ergodic theorems for the more general situation when one applies in turn different transforma- tions chosen at random. Their program was fulfilled by S. Kakutani [23] in 1951. ‘Both papers considered the case of transformation作者: 鴿子 時(shí)間: 2025-4-1 12:25
Conference proceedings 2024althcare; computer vision and image processing; data mining and machine learning; workshop 1: AI-based data processing, intelligent control and their applications; workshop 2: intelligent application in education; and workshop 3: the control and data fusion for intelligent systems..
