activity
20132022
most citedA recommendation engine for suggesting unexpected thermoelectric chemistries

226 citations · 443 across the 12 of their papers we have counts for

collaborators

13 papers

cond-mat.mes-hall2022★ 13 cited

Gate-tunable anomalous Hall effect in a 3D topological insulator/2D magnet van der Waals heterostructure

Vishakha Gupta, Rakshit Jain, Yafei Ren +8

We demonstrate advantages of samples made by mechanical stacking of exfoliated van der Waals materials for controlling the topological surface state of a 3-dimensional topological…

physics.chem-ph2022

Synthesis and Electrochemical Study of Multi-Phase, Multi-Species Ion Conductor Sodium beta"-Alumina (BASE) + 20SDC Using a Vapor-Phase Process

Pooya Elahi, Jude A. Horsley, Taylor D. Sparks

The recent emergence of multi-species multi-phase materials provides intriguing opportunities to maximize electrochemical performance in various electrochemical devices. This work…

cond-mat.mtrl-sci2022★ 3 cited

Effect of Sintering Conditions on the Microstructure and Electrochemical Properties of 6Scandia 1Ceria co-doped Zirconia (6Sc1CeZr)

Pooya Elahi, Elizabeth Winterholler, Taylor D. Sparks

The current work studies the effect of sintering conditions on the densification behavior, microstructure, and electrochemical performance of 6 mol% Sc2O3, 1 mol% CeO2 co-doped ZrO…

cond-mat.mtrl-sci2022★ 30 cited

High-dimensional Bayesian Optimization of Hyperparameters for an Attention-based Network to Predict Materials Property: a Case Study on CrabNet using Ax and SAASBO

Sterling G. Baird, Marianne Liu, Taylor D. Sparks

Expensive-to-train deep learning models can benefit from an optimization of the hyperparameters that determine the model architecture. We optimize 23 hyperparameters of a materials…

cond-mat.mtrl-sci2022★ 13 cited

Data-Driven Materials Discovery and Synthesis using Machine Learning Methods

Sterling G. Baird, Marianne Liu, Hasan M. Sayeed +1

Experimentally [1-38] and computationally [39-50] validated machine learning (ML) articles are sorted based on the size of the training data: 1-100, 101-10000, and 10000+ in a comp…

cond-mat.mtrl-sci2022★ 30 cited

Real-space visualization of short-range antiferromagnetic correlations in a magnetically enhanced thermoelectric

Raju Baral, Jacob Christensen, Parker Hamilton +10

Short-range magnetic correlations can significantly increase the thermopower of magnetic semiconductors, representing a noteworthy development in the decades-long effort to develop…

cond-mat.mes-hall2020★ 1 cited

Topological Phase Transitions in a Hybridized Three-Dimensional Topological Insulator

Su Kong Chong, Lizhe Liu, Taylor D. Sparks +2

As the thickness of a three-dimensional (3D) topological insulator (TI) becomes comparable to the penetration depth of the surface states, quantum tunneling between surfaces turns…

cond-mat.mes-hall2020★ 18 cited

Landau Levels of Topologically-Protected Surface States Probed by Dual-Gated Quantum Capacitance

Su Kong Chong, Ryuichi Tsuchikawa, Jared Harmer +2

Spectroscopy of discrete Landau levels (LLs) in bulk-insulating three-dimensional topological insulators (3D TIs) in perpendicular magnetic field characterizes the Dirac nature of…

cond-mat.mes-hall2019★ 30 cited

Tunable Coupling between Surface States of a Three-Dimensional Topological Insulator in the Quantum Hall Regime

Su Kong Chong, Kyu Bum Han, Taylor D. Sparks +1

The paired top and bottom Dirac surface states, each associated with a half-integer quantum Hall (QH) effect, and a resultant integer QH conductance (νe2/h), are hallmarks of a thr…

cond-mat.mes-hall2018

Topological Insulator-Based van der Waals Heterostructures for Effective Control of Massless and Massive Dirac Fermions

Su Kong Chong, Kyu Bum Han, Akira Nagaoka +8

Three dimensional (3D) topological insulators (TIs) are an important class of materials with applications in electronics, spintronics and quantum computing. With the recent develop…

cond-mat.mtrl-sci2018★ 2 cited

Enhancement in surface mobility and quantum transport of Bi_(2-x)Sb_(x)Te_(3-y)Se_(y) topological insulator by controlling the crystal growth conditions

Kyu-Bum Han, Su Kong Chong, Akira Nagaoka +4

Despite numerous studies on three-dimensional topological insulators (3D TIs), the controlled growth of high quality (bulk-insulating and high mobility) TIs remains a challenging s…

cond-mat.mtrl-sci2015★ 226 cited

A recommendation engine for suggesting unexpected thermoelectric chemistries

Michael W. Gaultois, Anton O. Oliynyk, Arthur Mar +3

The experimental search for new thermoelectric materials remains largely confined to a limited set of successful chemical and structural families, such as chalcogenides, skutterudi…

cond-mat.mtrl-sci2013★ 77 cited

Magnetocapacitance as a sensitive probe of magnetostructural changes in NiCrO

Taylor D. Sparks, Moureen C. Kemei, Phillip T. Barton +3

The spinel NiCrO is characterized using dielectric and high magnetic field measurements. The trends in the magnetodielectric response fall into three clear temperature regi…