[PDF][PDF] AI-driven robotic laboratories show promise

S O'Neill - Engineering, 2021 - devp-service.oss-cn-beijing.aliyuncs …
Elaborate proof-of-principle experiments in several laboratories around the world have
recently offered glimpses of a future in which high-throughput automatic laboratories guided …

[PDF][PDF] An all-round AI-Chemist with a scientific mind

Q Zhu, F Zhang, Y Huang, H Xiao… - National Science …, 2022 - academic.oup.com
The realization of automated chemical experiments by robots unveiled the prelude to an
artificial intelligence (AI) laboratory. Several AI-based systems or robots with specific …

[HTML][HTML] Artificial intelligence and automation to power the future of chemistry

X Jiang, S Luo, K Liao, S Jiang, J Ma, J Jiang… - Cell Reports Physical …, 2024 - cell.com
In our traditional impression of chemical laboratories, researchers wear white coats and
safety goggles to conduct experiments. However, many recent developments in the field …

ARChemist: Autonomous robotic chemistry system architecture

H Fakhruldeen, G Pizzuto, J Glowacki… - … on Robotics and …, 2022 - ieeexplore.ieee.org
Automated laboratory experiments have the potential to propel new discoveries, while
increasing reproducibility and improving scientists' safety when handling dangerous …

AlabOS: A Python-based Reconfigurable Workflow Management Framework for Autonomous Laboratories

Y Fei, B Rendy, R Kumar, O Dartsi… - arXiv preprint arXiv …, 2024 - arxiv.org
The recent advent of autonomous laboratories, coupled with algorithms for high-throughput
screening and active learning, promises to accelerate materials discovery and innovation …

Flexible automation for selfdriving laboratories

BP MacLeod, FG Parlane, AK Brown… - Accelerated Materials …, 2022 - degruyter.com
It often takes decades to commercialize a new material [1]. To help reduce the time it takes to
bring new materials to market, the materials science community has recently started to …

ORGANA: A Robotic Assistant for Automated Chemistry Experimentation and Characterization

K Darvish, M Skreta, Y Zhao, N Yoshikawa… - arXiv preprint arXiv …, 2024 - arxiv.org
Chemistry experimentation is often resource-and labor-intensive. Despite the many benefits
incurred by the integration of advanced and special-purpose lab equipment, many aspects …

Autonomous discovery in the chemical sciences part II: outlook

CW Coley, NS Eyke, KF Jensen - … Chemie International Edition, 2020 - Wiley Online Library
This two‐part Review examines how automation has contributed to different aspects of
discovery in the chemical sciences. In this second part, we reflect on a selection of …

Robotic Modules for the Programmable Chemputation of Molecules and Materials

D Salley, JS Manzano, PJ Kitson, L Cronin - ACS Central Science, 2023 - ACS Publications
Before leveraging big data methods like machine learning and artificial intelligence (AI) in
chemistry, there is an imperative need for an affordable, universal digitization standard. This …

Next-generation experimentation with self-driving laboratories

F Häse, LM Roch, A Aspuru-Guzik - Trends in Chemistry, 2019 - cell.com
The ever-growing demand for advanced functional materials requires disruption of
conventional approaches to experimentation and acceleration of the discovery process …