Joseph Musielewicz

Orcid: 0000-0002-5296-9177

According to our database1, Joseph Musielewicz authored at least 5 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2022
2023
2024
0
1
2
3
2
1
2

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Generalization of graph-based active learning relaxation strategies across materials.
Mach. Learn. Sci. Technol., 2024

Rotationally Invariant Latent Distances for Uncertainty Estimation of Relaxed Energy Predictions by Graph Neural Network Potentials.
CoRR, 2024

2023
AmpTorch: A Python package for scalable fingerprint-based neural network training on multi-element systems with integrated uncertainty quantification.
J. Open Source Softw., 2023

2022
Robust and scalable uncertainty estimation with conformal prediction for machine-learned interatomic potentials.
Mach. Learn. Sci. Technol., December, 2022

FINETUNA: fine-tuning accelerated molecular simulations.
Mach. Learn. Sci. Technol., September, 2022


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