3 citations · 3 across the 3 of their papers we have counts for
3 papers
The GPT-WritingPrompts Dataset: A Comparative Analysis of Character Portrayal in Short Stories
Xi Yu Huang, Krishnapriya Vishnubhotla, Frank Rudzicz
The improved generative capabilities of large language models have made them a powerful tool for creative writing and storytelling. It is therefore important to quantitatively unde…
Residual-based error bound for physics-informed neural networks
Shuheng Liu, Xiyue Huang, Pavlos Protopapas
Neural networks are universal approximators and are studied for their use in solving differential equations. However, a major criticism is the lack of error bounds for obtained sol…
Evaluating Error Bound for Physics-Informed Neural Networks on Linear Dynamical Systems
Shuheng Liu, Xiyue Huang, Pavlos Protopapas
There have been extensive studies on solving differential equations using physics-informed neural networks. While this method has proven advantageous in many cases, a major critici…