Shapley-based explainability on the data manifold. - Christopher Frye; Damien de Mijolla; Laurence Cowton; Megan Stanley; Ilya Feige (CoRR, 2020)

Shapley explainability on the data manifold. - Christopher Frye; Damien de Mijolla; Tom Begley; Laurence Cowton; Megan Stanley; Ilya Feige (ICLR, 2021)

FS-Mol: A Few-Shot Learning Dataset of Molecules. - Megan Stanley; John Bronskill; Krzysztof Maziarz; Hubert Misztela; Jessica Lanini; Marwin H. S. Segler; Nadine Schneider; Marc Brockschmidt (NeurIPS Datasets and Benchmarks, 2021)

Hard-Meta-Dataset++: Towards Understanding Few-Shot Performance on Difficult Tasks. - Samyadeep Basu; Megan Stanley; John Bronskill; Soheil Feizi; Daniela Massiceti (ICLR, 2023)

Re-evaluating Retrosynthesis Algorithms with Syntheseus. - Krzysztof Maziarz; Austin Tripp; Guoqing Liu; Megan Stanley; Shufang Xie 003; Piotr Gainski; Philipp Seidl; Marwin H. S. Segler (CoRR, 2023)

PREFER: A New Predictive Modeling Framework for Molecular Discovery. - Jessica Lanini; Gianluca Santarossa; Finton Sirockin; Richard A. Lewis; Nikolas Fechner; Hubert Misztela; Sarah Lewis; Krzysztof Maziarz; Megan Stanley; Marwin H. S. Segler; Nikolaus Stiefl; Nadine Schneider (J. Chem. Inf. Model., 2023)

Aurora: A Foundation Model of the Atmosphere. - Cristian Bodnar; Wessel P. Bruinsma; Ana Lucic; Megan Stanley; Johannes Brandstetter; Patrick Garvan; Maik Riechert; Jonathan A. Weyn; Haiyu Dong; Anna Vaughan; Jayesh K. Gupta; Kit Thambiratnam; et al. (CoRR, 2024)

FEP Augmentation as a Means to Solve Data Paucity Problems for Machine Learning in Chemical Biology. - Pieter Buys Burger; Xiaohu Hu; Ilya Balabin; Morné Muller; Megan Stanley; Fourie Joubert; Thomas M. Kaiser (J. Chem. Inf. Model., 2024)

A foundation model for the Earth system. - Cristian Bodnar; Wessel P. Bruinsma; Ana Lucic; Megan Stanley; Anna Allen; Johannes Brandstetter; Patrick Garvan; Maik Riechert; Jonathan A. Weyn; Haiyu Dong; Jayesh K. Gupta; Kit Thambiratnam; et al. (Nat., 2025)

Accurate and scalable exchange-correlation with deep learning. - Giulia Luise; Chin-Wei Huang; Thijs Vogels; Derk P. Kooi; Sebastian Ehlert; Stephanie Lanius; Klaas J. H. Giesbertz; Amir Karton; Deniz Gunceler; Megan Stanley; Wessel P. Bruinsma; Lin Huang; et al. (CoRR, 2025)