Posters

Acquisition of "law" of residual electrical resistivity by white-boxing regression models from automated calculations of equiatomic quaternary solid solution phases.

Hiori Kino¹, Tetsuya Fukushima², Toyohiro Chikyo¹

¹National Institute for Materials Science, Japan. Tokyo Univ, Japan.

Multi-instruments Autonomous Discovery of Phase Change Memory Materials for Nonvolatile Memory Devices

Chih-Yu Lee¹, Haotong Liang¹, Heshan Yu¹, Austin McDannald², A. Gilad Kusne², Ichiro Takeuchi¹

¹University of Maryland

²National Institute of Standards and Technology

High throughput tiny flow cell systems for performance validation

Soowhan Kim¹, Yangang Liang¹, Richard Zheng¹, Wei Wang¹

¹Pacific Northwest National Laboratory

Discovery of High-Entropy Oxide Electrocatalysts – From Thin-Film Materials Libraries to Particles

Valerie Strotkötter^1,‡, Olga A. Krysiak^2,‡, Jian Zhang², Xiao Wang¹, Ellen Suhr¹, Wolfgang Schuhmann *², and Alfred Ludwig *^1,3

¹Materials Discovery and Interfaces (MDI), Institute for Materials, Ruhr University Bochum, Universitätsstraße 150, D-44801 Bochum, Germany.

²Analytical Chemistry – Centre for Electrochemical Sciences (CES), Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Universitätsstraße 150, D-44801 Bochum, Germany.

³Centre for Interface-Dominated High Performance Materials (ZGH), Ruhr University Bochum.

^‡these authors contributed equally

Increasing the speed of photoactive materials discovery

Magnus Andreassen¹, Holger von Wenckstern¹, Kristin Bergum¹, Athanasios Chatzitakis¹

¹University of Oslo

Artificial Intelligence And Human Collaboration In Human-In-The-Loop Materials Science Autonomous Experimentation

Felix Adams¹, Gilad Kusne², Ichiro Takeuchi¹

¹University of Maryland

²National Institute of Standards and Technology

Autonomous battery testing

Leon Fischer¹

¹Helmholtz Institut Ulm / Karlsruher Institut für Technologie

Generating the largest FAIR dataset for post-Li batteries

Leah Nuss¹

¹Helmholtz-Institut Ulm (HIU)/ Karlsruher Institut für Technologie (KIT)

Challenges and prospect of high-throughput XPS

Stefan Fuchs¹, Jackson Flowers¹, Helge Sören Stein^1,2

¹Helmholtz Institut Ulm / Karlsruher Institut für Technologie

²Institut für Physikalische Chemie / Karlsruher Institut für Technologie

A system for autonomous electrochemical characterization and model development for high-throughput materials exploration

Jake Huang¹, Meagan Papac², Ryan O'Hayre¹, Andriy Zakutayev³

¹Colorado School of Mines, Golden, CO 80401, USA

²National Institute of Standards and Technology

³National Renewable Energy Lab, Golden, Colorado 80401, USA

A highly automated combinatorial co-sputtering reactor

Davi Marcelo Febba¹, John Mangum¹, Rebecca Smaha¹, Julian

Calder¹, Sage Bauers¹, Kendal Johnson¹, Kevin Talley², Andriy Zakutayev¹

¹National Renewable Energy Lab, Golden, Colorado 80401, USA

²Qorvo, Inc., Bend, OR, United States.

Combinatorial Synthesis of MgGeN2 Thin Films

Amanda L. Loutris¹, Keisuke Yazawa¹, Rekha R. Schnepf^1,2, Karen Heinselman¹, Christopher Rom¹, John S. Mangum¹, Stephen Lany¹, M. Brooks Tellekamp¹, Andriy Zakutayev¹, Adele C. Tamboli^1,2, Ann L. Greenaway¹

¹Materials Chemical and Computational Science Directorate, National Renewable Energy Laboratory, Golden, CO 80401, USA

²Department of Physics, Colorado School of Mines, Golden, Colorado 80401, USA

Synthesis and Characterization of La-M-N Ternary Nitrides

Rebecca Smaha¹, Kevin Talley¹, Sage Bauers¹, Rachel Sherbondy^1,2, Craig L. Perkins¹, Glenn Teeter¹, Andriy Zakutayev¹

¹National Renewable Energy Lab, Golden, Colorado 80401, USA

²Colorado School of Mines, Golden, CO 80401, USA

Fully automated multi-step synthesis of block copolymers

Timo Schuett^1,2, Julian Kimmig^1,2, Stefan Zechel^1,2, Ulrich S. Schubert^1,2

¹Laboratory of Organic and Macromolecular Chemistry (IOMC), Friedrich Schiller University Jena, Humboldtstr. 10, 07743 Jena, Germany

²Jena Center for Soft Matter (JCSM), Friedrich Schiller University Jena, Philosophenweg 7, 07743 Jena, Germany

Hypergraph convolutional networks for structure-aware prediction of polymer properties

Julian Kimmig¹, Stefan Zechel¹, Ulrich S. Schubert¹

¹Laboratory of Organic and Macromolecular Chemistry, Friedrich Schiller University Jena