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Using an adjoint equation we implement a gradient algorithm for the minimization of the objective function.
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Later on, a concept of impurity distributed homojunction is demonstrated to enhance charge separation by implementing a gradient in the dopant concentration.
For comparison, we also implemented a gradient search algorithm according to Section 2.2, where we chose the gradient finding step size to be δ=10 in general and δ=2 for LCC settings close to the optimum LCC setting point.
A baseline separation of 11 intact proteins was obtained within 20 min by implementing a gradient across a limited RP composition window in the second dimension.
We implement a steepest gradient descent method for parameter inference using the estimated gradient information in a MATLAB software package http://cbcl.ics.uci.edu/sgd.uci.edu/sgd
To solve the corresponding linear system efficiently on the GPU, we implement a conjugate gradient method preconditioned with a geometry-informed algebraic multigrid (AMG) method preconditioner.
The MPI-CUDA parallelization strategies used to implement a preconditioned conjugate gradient method for solving the electrostatic Poisson's equation on the 2 1 octree are discussed and the scaling of the code to near ideal speedup as a function of the number of GPUs is demonstrated.
To the best knowledge of the authors, this is the first attempt to use a DSP architecture to implement a robust optical flow gradient-based model.
Thus, we purposely implement a simple model connecting chemoattractant gradients with intracellular markers.
Although the distance field, as tested herein, also implements an averaged gradient on the block's boundary, it does not affect the convergence at least in this example.
The inverse problem relies on a classic local optimization approach implemented with a gradient method.
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