Albert Musaelian

According to our database, Albert Musaelian authored at least 6 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Learning Interatomic Potentials at Multiple Scales.

Xiang Fu, Albert Musaelian, Anders Johansson, Tommi S. Jaakkola, Boris Kozinsky

CoRR, 2023

Accurate Surface and Finite Temperature Bulk Properties of Lithium Metal at Large Scales using Machine Learning Interaction Potentials.

Mgcini Keith Phuthi, Archie Mingze Yao, Simon L. Batzner, Albert Musaelian, Boris Kozinsky, Ekin Dogus Cubuk, Venkatasubramanian Viswanathan

CoRR, 2023

Scaling the Leading Accuracy of Deep Equivariant Models to Biomolecular Simulations of Realistic Size.

Boris Kozinsky, Albert Musaelian, Anders Johansson, Simon L. Batzner

Proceedings of the International Conference for High Performance Computing, 2023

2022

Fast Uncertainty Estimates in Deep Learning Interatomic Potentials.

Albert Zhu, Simon L. Batzner, Albert Musaelian, Boris Kozinsky

CoRR, 2022

The Design Space of E(3)-Equivariant Atom-Centered Interatomic Potentials.

Ilyes Batatia, Simon L. Batzner, Dávid Péter Kovács, Albert Musaelian, Gregor N. C. Simm, Ralf Drautz, Christoph Ortner, Boris Kozinsky, Gábor Csányi

CoRR, 2022

Learning Local Equivariant Representations for Large-Scale Atomistic Dynamics.

Albert Musaelian, Simon L. Batzner, Anders Johansson, Lixin Sun, Cameron J. Owen, Mordechai Kornbluth, Boris Kozinsky

CoRR, 2022