36 citations · 38 across the 3 of their papers we have counts for
4 papers · 1 filter
Accurate, transferable, and verifiable machine-learned interatomic potentials for layered materials
Johnathan D. Georgaras, Akash Ramdas, Chung Hsuan Shan +4
Twisted layered van-der-Waals materials often exhibit unique electronic and optical properties absent in their non-twisted counterparts. Unfortunately, predicting such properties i…
Surface conduction and reduced electrical resistivity in ultrathin noncrystalline NbP semimetal
Asir Intisar Khan, Akash Ramdas, Emily Lindgren +9
The electrical resistivity of conventional metals, such as copper, is known to increase in thin films due to electron-surface scattering, limiting the performance of metals in nano…
Targeted materials discovery using Bayesian algorithm execution
Sathya Chitturi, Akash Ramdas, Yue Wu +8
Rapid discovery and synthesis of new materials requires intelligent data acquisition strategies to navigate large design spaces. A popular strategy is Bayesian optimization, which…
Electrolyte Coatings for High Adhesion Interfaces in Solid-state Batteries from First Principles
Brandi Ransom, Akash Ramdas, Eder Lomeli +5
We introduce an adhesion parameter that enables rapid screening for materials interfaces with high adhesion. This parameter is obtained by density functional theory calculations of…