1.2k citations · 1.2k across the 2 of their papers we have counts for
2 papers
stat.ML2023
Solving High-Dimensional Inverse Problems with Auxiliary Uncertainty via Operator Learning with Limited Data
Joseph Hart, Mamikon Gulian, Indu Manickam +1
In complex large-scale systems such as climate, important effects are caused by a combination of confounding processes that are not fully observable. The identification of sources…
cond-mat.mtrl-sci2014★ 1.2k cited
A Spectral Analysis Method for Automated Generation of Quantum-Accurate Interatomic Potentials
Aidan P. Thompson, Laura P. Swiler, Christian R. Trott +2
We present a new interatomic potential for solids and liquids called Spectral Neighbor Analysis Potential (SNAP). The SNAP potential has a very general form and uses machine-learni…