All algorithms are timed out at 20 minutes (horizontal dashed line), and a network that remained unsolved by every algorithm is not included. 2D MERA with one operator had 48 of 131 networks that did not finish, and the two operator networks had 193 of 207 that did not finish.</p
<p>Expected number of nodes per node is . PD and FDR were obtained from 100 replicates of the networ...
25 random regular graphs are generated at each r, |V| level using NetworkX, and algorithms were time...
<p>PU: processing unit; E-S: Elston-Stewart algorithm; MCMC: Markov chain Monte Carlo algorithm; BN:...
All algorithms are timed out at 20 minutes (horizontal dashed line), and a network that remained uns...
For each tensor network, the number of tensors (|V|), edges (|E|), and optimal contraction complexit...
1<p>We used a cut-off time of 24-hours and “-” indicates that the method could not find all steady s...
Total simulation time includes both computation of the contraction sequence using ConSequences and t...
<p>The simulation results for 3,600 randomly generated Boolean networks (BN) with maximum indegree <...
While exact algorithms freetdi and meiji-e may generate different tree decompositions and thus contr...
<p>The simulation results for 3,600 randomly generated Boolean networks (BN) with maximum indegree <...
<p>The figure shows the computation time required to infer networks of different sizes, for the LP (...
Error bars indicate standard error of the mean across five networks of coupled oscillators of a give...
25 random regular graphs are generated at each r, |V| level using NetworkX, and algorithms were time...
LG and Stoch denote linegraph-based tensor contraction and stochastic tensor contraction respectivel...
We show results for the following networks: WikiVote; NetHEPT; Epinions; Email-EuAll. Each plot depi...
<p>Expected number of nodes per node is . PD and FDR were obtained from 100 replicates of the networ...
25 random regular graphs are generated at each r, |V| level using NetworkX, and algorithms were time...
<p>PU: processing unit; E-S: Elston-Stewart algorithm; MCMC: Markov chain Monte Carlo algorithm; BN:...
All algorithms are timed out at 20 minutes (horizontal dashed line), and a network that remained uns...
For each tensor network, the number of tensors (|V|), edges (|E|), and optimal contraction complexit...
1<p>We used a cut-off time of 24-hours and “-” indicates that the method could not find all steady s...
Total simulation time includes both computation of the contraction sequence using ConSequences and t...
<p>The simulation results for 3,600 randomly generated Boolean networks (BN) with maximum indegree <...
While exact algorithms freetdi and meiji-e may generate different tree decompositions and thus contr...
<p>The simulation results for 3,600 randomly generated Boolean networks (BN) with maximum indegree <...
<p>The figure shows the computation time required to infer networks of different sizes, for the LP (...
Error bars indicate standard error of the mean across five networks of coupled oscillators of a give...
25 random regular graphs are generated at each r, |V| level using NetworkX, and algorithms were time...
LG and Stoch denote linegraph-based tensor contraction and stochastic tensor contraction respectivel...
We show results for the following networks: WikiVote; NetHEPT; Epinions; Email-EuAll. Each plot depi...
<p>Expected number of nodes per node is . PD and FDR were obtained from 100 replicates of the networ...
25 random regular graphs are generated at each r, |V| level using NetworkX, and algorithms were time...
<p>PU: processing unit; E-S: Elston-Stewart algorithm; MCMC: Markov chain Monte Carlo algorithm; BN:...