Yiran Wang

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks

Yiran Wang, José Antonio Hernández López, Ulf Nilsson, Dániel Varró

ElemeNet: Multiscale Molecular Machine Learning with Uncertainty Quantification Across the Periodic Table

Jacob W. Toney, Samir Darouich, Yiran Wang, Aaron G. Garrison, Johannes Kästner, Heather J. Kulik

Advances in deep learning architectures and representations have enabled ML-driven chemical property prediction, but state-of-the-art (SOTA) models have remained largely confined to independent codebases and lack support for diverse chemical species. This work introduces ElemeNet…Read more

Super‐Resolution of Planetary Images Based on Generative Adversarial Network

Xiaoran Zhang, Yiran Wang, Miao Zhuo

Abstract Currently, satellite imagery serves as the primary means of observing terrestrial planets such as the Mars, the Moon, and Mercury. Enhancing the resolution and quality of these images can provide more detailed insights into planetary surfaces. However, improvements in im…Read more