22 citations · 24 across the 3 of their papers we have counts for
3 papers
On-Manifold Projected Gradient Descent
Aaron Mahler, Tyrus Berry, Tom Stephens +4
This work provides a computable, direct, and mathematically rigorous approximation to the differential geometry of class manifolds for high-dimensional data, along with nonlinear p…
Localized orbital scaling correction for periodic systems
Aaron Mahler, Jacob Z. Williams, Neil Qiang Su +1
Density functional theory offers accurate structure prediction at acceptable computational cost, but commonly used approximations suffer from delocalization error; this results in…
Wannier Functions Dually Localized in Space and Energy
Aaron Mahler, Jacob Z. Williams, Neil Qiang Su +1
The construction of Wannier functions from Bloch orbitals offers a unitary freedom that can be exploited to yield Wannier functions with advantageous properties. Minimizing the spa…