Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Rapid Bayesian optimisation for synthesis of short polymer fiber
  materials   The discovery of processes for the synthesis of new materials involves many
decisions about process design, operation, and material properties.
Experimentation is crucial but as complexity increases, exploration of
variables can become impractical using traditional combinatorial approaches. We
describe an iterative method which uses machine learning to optimise process
development, incorporating multiple qualitative and quantitative objectives. We
demonstrate the method with a novel fluid processing platform for synthesis of
short polymer fibers, and show how the synthesis process can be efficiently
directed to achieve material and process objectives.

14
The categories of this paper are: math-ph
7
The categories of this paper are: hep-th
27
The categories of this paper are: comp-gas
29
The categories of this paper are: funct-an
24
The categories of this paper are: dg-ga
28
The categories of this paper are: alg-geom
21
The categories of this paper are: adap-org
6
The categories of this paper are: astro-ph
23
The categories of this paper are: solv-int
32
The categories of this paper are: atom-ph
8
The categories of this paper are: hep-ex
37
The categories of this paper are: supr-con
22
The categories of this paper are: chao-dyn
2
The categories of this paper are: math
35
The categories of this paper are: mtrl-th
5
The categories of this paper are: gr-qc