Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: CLAIMED: A CLAssification-Incorporated Minimum Energy Design to explore
  a multivariate response surface with feasibility constraints   Motivated by the problem of optimization of force-field systems in physics
using large-scale computer simulations, we consider exploration of a
deterministic complex multivariate response surface. The objective is to find
input combinations that generate output close to some desired or "target"
vector. In spite of reducing the problem to exploration of the input space with
respect to a one-dimensional loss function, the search is nontrivial and
challenging due to infeasible input combinations, high dimensionalities of the
input and output space and multiple "desirable" regions in the input space and
the difficulty of emulating the objective function well with a surrogate model.
We propose an approach that is based on combining machine learning techniques
with smart experimental design ideas to locate multiple good regions in the
input space.

27
The categories of this paper are: comp-gas
9
The categories of this paper are: nlin
33
The categories of this paper are: plasm-ph
35
The categories of this paper are: mtrl-th
21
The categories of this paper are: adap-org
32
The categories of this paper are: atom-ph
2
The categories of this paper are: math
11
The categories of this paper are: hep-lat
5
The categories of this paper are: gr-qc
10
The categories of this paper are: q-bio
37
The categories of this paper are: supr-con
7
The categories of this paper are: hep-th
0
The categories of this paper are: hep-ph
29
The categories of this paper are: funct-an
6
The categories of this paper are: astro-ph
17
The categories of this paper are: q-fin