Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Supply-Power-Constrained Cable Capacity Maximization Using Deep Neural
  Networks   We experimentally achieve a 19% capacity gain per Watt of electrical supply
power in a 12-span link by eliminating gain flattening filters and optimizing
launch powers using machine learning by deep neural networks in a massively
parallel fiber context.

30
The categories of this paper are: q-alg
21
The categories of this paper are: adap-org
35
The categories of this paper are: mtrl-th
24
The categories of this paper are: dg-ga
22
The categories of this paper are: chao-dyn
6
The categories of this paper are: astro-ph
37
The categories of this paper are: supr-con
32
The categories of this paper are: atom-ph
10
The categories of this paper are: q-bio
3
The categories of this paper are: physics
20
The categories of this paper are: acc-phys
9
The categories of this paper are: nlin
14
The categories of this paper are: math-ph
17
The categories of this paper are: q-fin
13
The categories of this paper are: quant-ph
15
The categories of this paper are: nucl-ex