Emily Saldanha

3PUBLICATIONS
4CO-AUTHORS
Neural networksSemi- and unsupervised learningContext learning
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Publications (3)

|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

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