A method of scaling a three-dimensional input model ( 200 - 208 ) into a scaled three-dimensional output model ( 210 - 224 ) is disclosed. The method comprises determining for portions of the three-dimensional input model respective probabilities that the corresponding portions of the scaled ...
The method first creates a kernel where kDim is the size of the kernel and kStdDev is a value that influences how similar the displacement of pixels will be. To displace a pixel, it’s necessary to know how far to move in the left-right direction, and in the up-down direction. This...
a.A system of ordered marks at fixed intervals used as a reference standard in measurement:a ruler whose scale is in inches. b.An instrument or device bearing such marks. c.A standard of measurement or judgment; a criterion. 2. a.A proportion used in determining the dimensional relationship...
An efficient and scalable direct seawater electrolysis method for hydrogen production that addresses the side-reaction and corrosion problems associated with using seawater instead of pure water is demonstrated. Heping Xie Zhiyu Zhao Zongping Shao Article30 Nov 2022 Nature Using machine learning to as...
The development of a new dynamic lattice element method (dynamicLEM) as well as its application in the simulation of the propagation of body waves in discontinuous and heterogeneous media is the focus of this research paper. The conventional static latti
We can train using the old method of weight initialization:>>> import mnist_loader >>> training_data, validation_data, test_data = \ ... mnist_loader.load_data_wrapper() >>> import network2 >>> net = network2.Network([784, 30, 10], cost=network2.CrossEntropyCost) >>> net.large...
Applications to the one-dimensional modified Helmholtz and Poisson equations are demonstrated. We refer to this novel method as the Orthonormalized Generalized Finite Element Method (OGFEM). A MATLAB® implementation of the OGFEM is freely available at the authors’ website. The main features of...
In order to replicate more closely the physiological boundary conditions of the scalp, a contact interaction was introduced to allow the scalp to slide over the skull. The new contact definition is a surface to surface contact that uses a penalty contact method formulation that permits no ...
Computing the average score of a preparation game Even for i.i.d. strategies, a brute-force computation of the average game score would require adding up a number of terms that is exponential in the number of rounds. In the following we introduce a method to efficiently compute the average...
Last, the optimized values of the inflow discharge were determined using the proposed method, with various combinations of furrow lengths and bottom slopes in the study area, and also compared with the inflow discharge determined based on infiltration parameters and Manning’s roughness, which were ...