Publications
Publication | Type | Year |
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Molecular Dynamics of High Pressure Tin Phases I: Strength and Deformation Evaluation of Empirical PotentialsShock Compression of Condensed Matter Conference
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Abstract – 2022 Abstract | 2022 |
Molecular Dynamics of High Pressure Tin Phases II: Machine Learned Interatomic Potential Development22nd Biennial Conference of the APS Topical Group on Shock Compression of Condensed Matter
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Abstract – 2022 Abstract | 2022 |
Molecular Dynamics Simulations of Hydrogen and Nitrogen Implantation in TungstenTMS Annual Meeting
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Conference Poster – 2022 Conference Poster | 2022 |
Interatomic Potentials for Materials Science and Beyond; Advances in Machine Learned Spectral Neighborhood Analysis PotentialsTMS Annual Meeting (Virtual)
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Conference Presentation – 2022 Conference Presentation | 2022 |
Scalable Solutions for Training Machine Learned Interatomic PotentialsAmerican Physical Society
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Conference Presentation – 2022 Conference Presentation | 2022 |
Training Atomic Cluster Expansion Potentials using LAMMPS and FitSNAPAPS March Meeting 2022
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Conference Presentation – 2022 Conference Presentation | 2022 |
Data-driven Magnetic Materials Modeling; Advances in Classical Molecular Dynamics2022 TMS Annual Meeting & Exhibition
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Conference Presentation – 2022 Conference Presentation | 2022 |
Scalable Solutions for Training Machine Learned Interatomic PotentialsAmerican Physical Society March Meeting
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Conference Presentation – 2022 Conference Presentation | 2022 |
Machine Learned Interatomic Potential Development for W-ZrCAmerican Physical Society March Meeting
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Conference Presentation – 2022 Conference Presentation | 2022 |
SNAP and beyond: Machine Learning Interatomic Potentials in LAMMPSACE Collaboration Seminar
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Presentation (non-conference) – 2022 Presentation (non-conference) | 2022 |
Development of SNAP Interatomic Potentials for Gas-Metal Interactions for Fusion Energy MaterialsAPS March Meeting
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Conference Presentation – 2022 Conference Presentation | 2022 |
Training Atomic Cluster Expansion (ACE) Potentials using LAMMPS and FitSNAPACE Talks at Ruhr-Universitt Bochum
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Presentation (non-conference) – 2022 Presentation (non-conference) | 2022 |
Development of SNAP potential for ZrC strengthened W25th International Conference on Plasma Surface Interaction
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Abstract – 2021 Abstract | 2021 |
How nitrogen affects hydrogen adsorption on tungsten surfaces25th International Conference on Plasma Surface Interactions in Controlled Fusion Devices
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Abstract – 2021 Abstract | 2021 |
Development of SNAP Potentials for Molecular Dynamics Modeling of Hydrogen and Nitrogen Interactions in Tungsten25th International Conference on Plasma Surface Interactions in Controlled Fusion Devices
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Abstract – 2021 Abstract | 2021 |
Exploring refractory complex concentrated alloy behavior in the fusion reactor environment with a machine-learned interatomic potentialPSI-25 25th International Conference on Plasma Surface
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Abstract – 2021 Abstract | 2021 |
Development of SNASP Machine Learned Interatomic Potentials for Materials in Extreme Environments2021 MRS Fall Meeting
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Conference Presentation – 2021 Conference Presentation | 2021 |
Development of SNAP Interatomic Potentials for Gas-Metal Interactions for Fusion Energy MaterialsAmerican Physical Society March Meeting
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Abstract – 2021 Abstract | 2021 |
Performant implementation of the atomic cluster expansion (PACE) and application to copper and siliconnpj Computational Materials |
Journal Article – 2021 Journal Article | 2021 |
FusMatML End-of-Year Review SummaryFES AI/ML Program Review
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Presentation (non-conference) – 2021 Presentation (non-conference) | 2021 |
Machine Learning Interatomic Potentials: Training Data Selection for Accuracy and TransferabilityAPS March Meeting
|
Abstract – 2021 Abstract | 2021 |
Machine Learned Interatomic Potential Development for W-ZrCAPS March Meeting
|
Abstract – 2021 Abstract | 2021 |
Atomic Cluster Expansion Descriptors for Structural Dataset Analysis and ClassificationAPS March Meeting 2022
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Abstract – 2021 Abstract | 2021 |
Scalable Solutions for Training Machine Learned Interatomic PotentialsAmerican Physical Society March 2022 Meeting
|
Abstract – 2021 Abstract | 2021 |
Development of SNAP Interatomic Potentials for Studying Mixed Materials Effects at the Tungsten Divertor20th International Conference on Fusion Reactor Materials
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Conference Presentation – 2021 Conference Presentation | 2021 |
Document Title | Type | Year |