7 citations · 13 across the 7 of their papers we have counts for
7 papers
Finding Exact Forms on Thermodynamic Manifolds
Chao Ju, Mark Stalzer
Because only two variables are needed to characterize a simple thermodynamic system in equilibrium, any such system is constrained on a 2D manifold. Of particular interest are the…
Bayesian Optimization for Parameter Tuning of the XOR Neural Network
Lawrence Stewart, Mark Stalzer
When applying Machine Learning techniques to problems, one must select model parameters to ensure that the system converges but also does not become stuck at the objective function…
TheoSea: Marching Theory to Light
Mark A. Stalzer, Chao Ju
There is sufficient information in the far-field of a radiating dipole antenna to rediscover the Maxwell Equations and the wave equations of light, including the speed of light $c.…
Deriving Compact Laws Based on Algebraic Formulation of a Data Set
Wenqing Xu, Mark Stalzer
In various subjects, there exist compact and consistent relationships between input and output parameters. Discovering the relationships, or namely compact laws, in a data set is o…
On the enumeration of sentences by compactness
Mark A. Stalzer
Presented is a Julia meta-program that discovers compact theories from data if they exist. It writes candidate theories in Julia and then validates: tossing the bad theories and ke…
A Preliminary Review of Influential Works in Data-Driven Discovery
Mark Stalzer, Chris Mentzel
The Gordon and Betty Moore Foundation ran an Investigator Competition as part of its Data-Driven Discovery Initiative in 2014. We received about 1,100 applications and each applica…
Parallel implementation of fast randomized algorithms for the decomposition of low rank matrices
Andrew Lucas, Mark Stalzer, John Feo
We analyze the parallel performance of randomized interpolative decomposition by decomposing low rank complex-valued Gaussian random matrices up to 64 GB. We chose a Cray XMT super…