Dimension Reduction of Large-Scale Systems. LNCSE 45, pp. 379-392, Springer, 2005.Y. Chahlaoui and P. Van Dooren, Benchmark examples for model reduction of linear time invariant dynamical systems. Eds. P. Benner et al. Lecture Notes in Computational Science and Engineering Vol.45, Springer...
Optimal control of linear stochastic systems with applications to time lag systems Optimal control of linear stochastic systems of general type, perturbed by a stochastic process with independent increments, is considered. The performance... A Lindquist - 《Information Sciences》 被引量: 41发表: 1973...
To quickly locate the examples of your interest, search for the tagged keywords or use the search tool on dgl.ai. 2024 Lin et al. ARGO: An Auto-Tuning Runtime System for Scalable GNN Training on Multi-Core Processor. Paper link Example code: PyTorch Tags: semi-supervised node classifica...
However, this algorithm is worst-case linear in the number of bits in the input bitvector. Furthermore, it uses undesirable branching code inside a loop. There is a non-intuitive, but quite elegant, way to achieving the desired functionality in constant time by using a tricky composition of...
(1) using more steps in PGD to generate adversarial examples (Basic) and (2) a training batch comprised of increasingly larger portion of stronger adversarial examples (MIX). As a final step, they also combine with input quantization at test time. Experiments are carried out on CIFAR-10 and...
version of bifurcation theory is proposed. The concepts are exemplified by one dimensional examples which are perturbed versions of deterministic differential equations exhibiting the elementary bifurcation scenarios. As explosion in finite time is possible, local stochastic dynamical systems have to be ...
As we’ll see later, spatial translations being a symmetry of a system turn out to correspond to the conservation of linear momentum. Before moving forward, here are a couple more examples of symmetries in physics: Rotational symmetry: The physics of a system remain invariant under rotations abo...
As we would expect, β2 and γ2 are both greater than one, indicating the two bacterial populations increased in size over time. The model we fit in the next three examples is in fact linear in the parameters, so it could be fit using the sureg command. However, we will fit the ...
Linear Algebra Linear algebra is a branch of algebra that applies to both applied as well as pure mathematics. It deals with the linear mappings between the vector spaces. It also deals with the study of planes and lines. It is the study of linear sets of equations with transformation proper...
compile_geometric_non_linear_stiffness_matrix() el.reset() system.solve() kg = system.reduced_system_matrix - k0 # solve (k -λkg)x = 0 eigenvalues = np.abs(linalg.eigvals(k0, kg)) return np.min(eigenvalues) Example #10Source File: spectrum.py From qgisSpaceSyntaxToolkit with GNU ...