Dane Morgan

24PUBLICATIONS
42CO-AUTHORS
Nanofabrication, growth and self assemblyDeep learningChemical and thermal processes in energy and combustionElectrical energy generation (incl. renewables, excl. photovoltaics)Programming languages
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Publications (24)

|Nov 03, 2025
Tartrate-Assisted Ionic Layer Epitaxy for General Synthesis of 2D Nanostructures.

Ziyi Zhang, Derui Wang, Maciej P Polak

|Aug 15, 2025
Accelerating domain-aware electron microscopy analysis using deep learning models with synthetic data and image-wide confidence scoring.

M J Lynch, R Jacobs, G A Bruno

|Aug 07, 2025
SuperSalt: equivariant neural network force fields for multicomponent molten salts system.

Chen Shen, Siamak Attarian, Yixuan Zhang

|Jun 13, 2024
Computational discovery of fast interstitial oxygen conductors.

Jun Meng, Md Sariful Sheikh, Ryan Jacobs

|Feb 21, 2024
Extracting accurate materials data from research papers with conversational language models and prompt engineering.

Maciej P Polak, Dane Morgan

|Feb 04, 2024
How close are the classical two-body potentials to ab initio calculations? Insights from linear machine learning based force matching.

Zheng Yu, Ajay Annamareddy, Dane Morgan

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Frequent Collaborators

4 joint publications

Ryan Jacobs

4 joint publications

Xudong Wang

3 joint publications

Ziyi Zhang

3 joint publications

Maciej P Polak