226 citations · 443 across the 12 of their papers we have counts for
7 papers · 1 filter
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…
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…
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…
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…
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…
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…
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…