Self-driving laboratories for chemistry and materials science

G Tom, SP Schmid, SG Baird, Y Cao, K Darvish… - Chemical …, 2024 - ACS Publications
Self-driving laboratories (SDLs) promise an accelerated application of the scientific method.
Through the automation of experimental workflows, along with autonomous experimental …

Exploring Trends and Opportunities in Quantum‐Enhanced Advanced Photonic Illumination Technologies

BA Taha, AJ Addie, AJ Haider… - Advanced Quantum …, 2024 - Wiley Online Library
The development of quantum‐enabled photonic technologies has opened new avenues for
advanced illumination across diverse fields, including sensing, computing, materials, and …

In situ Stress Monitoring Reveals Tension and Wrinkling Evolutions during Halide Perovskite Film Formation

B Guo, M Chauhan, NR Woodward… - ACS Energy …, 2023 - ACS Publications
Metal halide perovskites (MHPs) are promising candidates for next-generation thin film
photovoltaics and high-performance tandems. Solution-processed MHP films are …

Evolution-guided Bayesian optimization for constrained multi-objective optimization in self-driving labs

AKY Low, F Mekki-Berrada, A Gupta… - npj Computational …, 2024 - nature.com
The development of automated high-throughput experimental platforms has enabled fast
sampling of high-dimensional decision spaces. To reach target properties efficiently, these …

AEcroscopy: A Software–Hardware Framework Empowering Microscopy Toward Automated and Autonomous Experimentation

Y Liu, K Roccapriore, M Checa, SM Valleti… - Small …, 2024 - Wiley Online Library
Microscopy has been pivotal in improving the understanding of structure‐function
relationships at the nanoscale and is by now ubiquitous in most characterization labs …

Engineering a Sustainable Future: Harnessing Automation, Robotics, and Artificial Intelligence with Self-Driving Laboratories

S Sadeghi, RB Canty, N Mukhin, J Xu… - ACS Sustainable …, 2024 - ACS Publications
The accelerating depletion of natural resources undoubtedly demands a radical
reevaluation of research practices addressing the escalating climate crisis. From traditional …

Visualizing the Structure‐Property Nexus of Wide‐Bandgap Perovskite Solar Cells under Thermal Stress

D Ding, Y Yao, P Hang, C Kan, X Lv, X Ma… - Advanced …, 2024 - Wiley Online Library
Wide‐bandgap perovskite solar cells (PSCs) toward tandem photovoltaic applications are
confronted with the challenge of device thermal stability, which motivates to figure out a …

PASCAL: the perovskite automated spin coat assembly line accelerates composition screening in triple-halide perovskite alloys

DN Cakan, RE Kumar, E Oberholtz, M Kodur… - Digital …, 2024 - pubs.rsc.org
The Perovskite Automated Spin Coat Assembly Line–PASCAL–is introduced as a materials
acceleration platform for the deposition and characterization of spin-coated thin films, with …

Research progress of metal halide perovskites in the preparation of nanosemiconductor lasers

K Xu, H Qian - Journal of Materials Science, 2024 - Springer
As a new functional material, metal halide perovskites provide new possibilities for
preparing gain media for nanosemiconductor lasers. This paper reviews the fabrication …

Fast and vast: An upscaled materials acceleration platform for sustainable hydrogen

L Pan, SD Stranks - Matter, 2024 - cell.com
Effective storage solutions are indispensable for harnessing scattered and intermittent solar
energy. The materials field has been employing materials acceleration platforms to expedite …