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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)

Sort by Publication Date:

|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

3 joint publications

Izabela Szlufarska

2 joint publications

Corey Carlos

2 joint publications

Paul M Voyles

2 joint publications

Shenzhen Xu

2 joint publications

Robert J Hamers

2 joint publications

Yutao Dong

Frequent Collaborators

4 joint publications

Ryan Jacobs

4 joint publications

Xudong Wang

3 joint publications

Ziyi Zhang

3 joint publications

Maciej P Polak

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