Keywords

Beam, Bending, Cantilever, Deep Learning, Neural Net, PINN, Euler Bernoulli, Brian Jensen, Full Forward Solution of Large Deflection, End-Loaded Cantilever Beams Using Elliptic Integrals

Data Set Description Summary

The beamsolutions.txt file contains beam information for 59,913 beams created from a latin hypercube sampling of values of alpha(0,10), Beta(-10, 10), and psi (-pi, pi). The data was generated from a Matlab script released as part of the publication referenced here.

Jensen, B. D., and Erickson, J. (December 12, 2024). "Full Forward Solution of Large Deflection, End Loaded Cantilever Beams Using Elliptic Integrals." ASME. J. Mechanisms Robotics. June 2025; 17(6): 061005. https://doi.org/10.1115/1.4067170

The Data_Parsing_Visualization.py file uses numpy and matplotlib packages to decode and plot beam data. Individual beam solutions are plotted first. All beam solution endpoints are plotted in the second figure. This script was written by Jared Hunter and Jared Erickson.