32 citations · 67 across the 5 of their papers we have counts for
5 papers
Rethinking Reflection in Pre-Training
Essential AI, :, Darsh J Shah +26
A language model's ability to reflect on its own reasoning provides a key advantage for solving complex problems. While most recent research has focused on how this ability develop…
Position Masking for Language Models
Andy Wagner, Tiyasa Mitra, Mrinal Iyer +2
Masked language modeling (MLM) pre-training models such as BERT corrupt the input by replacing some tokens with [MASK] and then train a model to reconstruct the original tokens. Th…
Real-space formulation of orbital-free density functional theory using finite-element discretization: The case for Al, Mg, and Al-Mg intermetallics
Sambit Das, Mrinal Iyer, Vikram Gavini
We propose a local real-space formulation for orbital-free DFT with density dependent kinetic energy functionals and a unified variational framework for computing the configuration…
Electronic-structure study of an edge dislocation in Aluminum and the role of macroscopic deformations on its energetics
Mrinal Iyer, Balachandran Radhakrishnan, Vikram Gavini
We employed a real-space formulation of orbital-free density functional theory using finite-element basis to study the defect-core and energetics of an edge dislocation in Aluminum…
Higher-order adaptive finite-element methods for orbital-free density functional theory
Phani Motamarri, Mrinal Iyer, Jaroslaw Knap +1
In the present work, we investigate the computational efficiency afforded by higher-order finite-element discretization of the saddle-point formulation of orbital-free density func…