Gihan Panapitiya

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Molecular Interactions

Chemical Reactions

Prediction Model

Scientific Articles

Top Venues

J. Cheminformatics

Publications

Tianzhixi Yin, Gihan Panapitiya, Elizabeth D. Coda, Emily Saldanha
Evaluating uncertainty-based active learning for accelerating the generalization of molecular property prediction. J. Cheminformatics 15 (1) (2023)
Gihan Panapitiya, Emily Saldanha
Outlier-Based Domain of Applicability Identification for Materials Property Prediction Models. CoRR (2023)
Carter Knutson, Gihan Panapitiya, Rohith Varikoti, Neeraj Kumar
Dynamic Molecular Graph-based Implementation for Biophysical Properties Prediction. CoRR (2022)
Gihan Panapitiya, Michael Girard, Aaron Hollas, Vijay Murugesan, Wei Wang, Emily Saldanha
Predicting Aqueous Solubility of Organic Molecules Using Deep Learning Models with Varied Molecular Representations. CoRR (2021)
Gihan Panapitiya, Fred Parks, Jonathan Sepulveda, Emily Saldanha
Extracting Material Property Measurement Data from Scientific Articles. EMNLP (1) (2021)