Gihan Panapitiya
5PUBLICATIONS
10CO-AUTHORS
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Publications (5)
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|Feb 25, 2026
FragNet: A Graph Neural Network for Molecular Property Prediction with Four Levels of Interpretability.Gihan Panapitiya, Peiyuan Gao, C Mark Maupin
|Jan 26, 2026
Out-of-distribution evaluation of active learning pipelines for molecular property prediction.Tianzhixi Yin, Peiyuan Gao, Gihan Panapitiya
|May 13, 2025
Extracting Material Property Measurements from Scientific Literature with Limited Annotations.Jessica Kong, Gihan Panapitiya, Emily Saldanha
|May 16, 2022
Evaluation of Deep Learning Architectures for Aqueous Solubility Prediction.Gihan Panapitiya, Michael Girard, Aaron Hollas
|Nov 09, 2018
Machine-Learning Prediction of CO Adsorption in Thiolated, Ag-Alloyed Au Nanoclusters.Gihan Panapitiya, Guillermo Avendaño-Franco, Pengju Ren
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Frequent Collaborators
3 joint publications
Emily Saldanha
1 joint publications
Guillermo Avendaño-Franco
1 joint publications
Pengju Ren
1 joint publications
Xiaodong Wen
1 joint publications
James P Lewis
1 joint publications
Vijayakumar Murugesan
1 joint publications
Wei Wang
1 joint publications
Jessica Kong
1 joint publications
Tianzhixi Yin
1 joint publications
Peiyuan Gao
