Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Efficient Uncertainty Quantification for the Periodic Steady State of
  Forced and Autonomous Circuits   This brief paper proposes an uncertainty quantification method for the
periodic steady-state (PSS) analysis with both Gaussian and non-Gaussian
variations. Our stochastic testing formulation for the PSS problem provides
superior efficiency over both Monte Carlo methods and existing spectral
methods. The numerical implementation of a stochastic shooting Newton solver is
presented for both forced and autonomous circuits. Simulation results on some
analog/RF circuits are reported to show the effectiveness of our proposed
algorithms.

3
The categories of this paper are: physics
15
The categories of this paper are: nucl-ex
25
The categories of this paper are: patt-sol
31
The categories of this paper are: ao-sci
27
The categories of this paper are: comp-gas
23
The categories of this paper are: solv-int
6
The categories of this paper are: astro-ph
32
The categories of this paper are: atom-ph
35
The categories of this paper are: mtrl-th
13
The categories of this paper are: quant-ph
0
The categories of this paper are: hep-ph
4
The categories of this paper are: cond-mat
2
The categories of this paper are: math
36
The categories of this paper are: cmp-lg
7
The categories of this paper are: hep-th
12
The categories of this paper are: nucl-th