activity
20182022
most citedMachine learning for impurity charge-state transition levels in semiconductors from elemental properties using multi-fidelity datasets

18 citations · 18 across the 2 of their papers we have counts for

collaborators

5 papers

cond-mat.mtrl-sci202218 cited

Machine learning for impurity charge-state transition levels in semiconductors from elemental properties using multi-fidelity datasets

Maciej P. Polak, Ryan Jacobs, Arun Mannodi-Kanakkithodi +2

Quantifying charge-state transition energy levels of impurities in semiconductors is critical to understanding and engineering their optoelectronic properties for applications rang…

cond-mat.mtrl-sci2021

Data-Driven Design of Novel Halide Perovskite Alloys

Arun Mannodi-Kanakkithodi, Maria K. Y. Chan

The great tunability of the properties of halide perovskites presents new opportunities for optoelectronic applications as well as significant challenges associated with exploring…

physics.app-ph2019

Defect Physics of Pseudo-cubic Mixed Halide Lead Perovskites from First Principles

Arun Mannodi-Kanakkithodi, Ji-Sang Park, Alex B. F. Martinson +1

Owing to the increasing popularity of lead-based hybrid perovskites for photovoltaic (PV) applications, it is crucial to understand their defect physics and its influence on their…

cond-mat.mtrl-sci2019

Machine-learned impurity level prediction for semiconductors: the example of Cd-based chalcogenides

Arun Mannodi-Kanakkithodi, Michael Y. Toriyama, Fatih G. Sen +3

The ability to predict the likelihood of impurity incorporation and their electronic energy levels in semiconductors is crucial for controlling its conductivity, and thus the semic…

cond-mat.mtrl-sci2018

Phonon-pump electronic-probe study of methylammonium lead iodide reveals electronically decoupled organic and inorganic sublattices

Peijun Guo, Arun Mannodi-Kanakkithodi, Jue Gong +10

Organic-inorganic hybrid perovskites such as methylammonium lead iodide (CH3NH3PbI3) are game-changing semiconductors for solar cells and light-emitting devices owing to their exce…