Alice E. A. Allen

1. Learning Together: Towards foundational models for machine learning interatomic potentials with meta-learning
   2023/07/08 by Alice E. A. Allen, Allen, Alice E. A., Nicholas Lubbers +11 · 10 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Protein Structure and Dynamics
2. Multi-fidelity learning for interatomic potentials: Low-level forces and high-level energies are all you need
   2025/05/02 by Messerly, Mitchell, Sakib Matin, Alice E. A. Allen +12 · 6 citations
   Materials Science · #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science