Jackson W Burns

7PUBLICATIONS
66CO-AUTHORS
Deep learningComputational chemistryBioinformatic methods developmentFormal methods for softwareTransport properties and non-equilibrium processes
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Publications (7)

|Sep 14, 2026
Deep Learning Foundation Models for Low-Data Regimes from Classical Molecular Descriptors.

|Sep 06, 2026
QuantumPioneer: Scalable Generation of Quantum Chemical Data for Solution-Phase Hydrogen Transfer Reactions.

|Feb 26, 2026
A Computational Community Blind Challenge on Pan-Coronavirus Drug Discovery Data.

Hugo MacDermott-Opeskin, Jenke Scheen, Cas Wognum

|Dec 26, 2025
Chemprop v2: An Efficient, Modular Machine Learning Package for Chemical Property Prediction.

David E Graff, Nathan K Morgan, Jackson W Burns

|Aug 19, 2025
Data-driven organic solubility prediction at the limit of aleatoric uncertainty.

Lucas Attia, Jackson W Burns, Patrick S Doyle

|May 13, 2025
Generalizable, fast, and accurate DeepQSPR with fastprop.

Jackson W Burns, William H Green

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Frequent Collaborators

5 joint publications

William H Green

3 joint publications

Akshat Shirish Zalte

2 joint publications

Haoyang Wu

2 joint publications

Connor W Coley