Emily Shinkle

3PUBLICATIONS
10CO-AUTHORS
Condensed matter modelling and density functional theoryComputational chemistryDeep learning
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Publications (3)

|Apr 28, 2026
Knowledge distillation of noisy force labels for improved coarse-grained force fields.

|Nov 23, 2024
Thermodynamic Transferability in Coarse-Grained Force Fields Using Graph Neural Networks.

Emily Shinkle, Aleksandra Pachalieva, Riti Bahl

|Nov 21, 2024
Data Generation for Machine Learning Interatomic Potentials and Beyond.

Maksim Kulichenko, Benjamin Nebgen, Nicholas Lubbers

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Frequent Collaborators

2 joint publications

Aleksandra Pachalieva

2 joint publications

Nicholas Lubbers

1 joint publications

Maksim Kulichenko

1 joint publications

Benjamin Nebgen