Joseph Musielewicz

According to our database, Joseph Musielewicz authored at least 3 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

AmpTorch: A Python package for scalable fingerprint-based neural network training on multi-element systems with integrated uncertainty quantification.

Muhammed Shuaibi, Yuge Hu, Xiangyun Lei, Benjamin M. Comer, Matt Adams, Jacob Paras, Rui Qi Chen, Eric Musa, Joseph Musielewicz, Andrew A. Peterson, Andrew J. Medford, Zachary W. Ulissi

J. Open Source Softw., 2023

2022

Robust and scalable uncertainty estimation with conformal prediction for machine-learned interatomic potentials.

Yuge Hu, Joseph Musielewicz, Zachary W. Ulissi, Andrew J. Medford

Mach. Learn. Sci. Technol., December, 2022

FINETUNA: fine-tuning accelerated molecular simulations.

Joseph Musielewicz, Xiaoxiao Wang, Tian Tian, Zachary W. Ulissi

Mach. Learn. Sci. Technol., September, 2022