23 citations · 23 across the 1 of their papers we have counts for
3 papers
End-to-End Machine Learning for Experimental Physics: Using Simulated Data to Train a Neural Network for Object Detection in Video Microscopy
Eric N. Minor, Stian D. Howard, Adam A. S. Green +2
We demonstrate a method for training a convolutional neural network with simulated images for usage on real-world experimental data. Modern machine learning methods require large,…
Experimental Studies of Two-dimensional Laminar Jet Flows in Freely Suspended Liquid Crystal Films
Kyle R. Ferguson, Evan Dutch, Zhiyuan Qi +7
Two dimensional (2D) laminar jet-----a stream of fluid that projected into a surrounding medium with the flow confined in 2D-----has both theoretical and experimental significance.…
Realization of hydrodynamic experiments on quasi-2D liquid crystal films in microgravity
Noel A. Clark, Alexey Eremin, Matthew A. Glaser +9
Freely suspended films of smectic liquid crystals are unique examples of quasi two-dimensional fluids. Mechanically stable and with quantized thickness of the order of only a few m…