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 …

A Geometric Interpretation of Kinetic Zone Diagrams in Electrochemistry

N Plumeré, BA Johnson - Journal of the American Chemical …, 2024 - ACS Publications
Electrochemical systems with increasing complexity are gaining importance in catalytic
energy conversion applications. Due to the interplay between transport phenomena and …

PANDA: a self-driving lab for studying electrodeposited polymer films

H Quinn, GA Robben, Z Zheng, AL Gardner… - Materials …, 2024 - pubs.rsc.org
We introduce the polymer analysis and discovery array (PANDA), an automated system for
high-throughput electrodeposition and functional characterization of polymer films. The …

An automated electrochemistry platform for studying pH-dependent molecular electrocatalysis

MA Pence, G Hazen, J Rodríguez-López - Digital Discovery, 2024 - pubs.rsc.org
Comprehensive studies of molecular electrocatalysis require tedious titration-type
experiments that slow down manual experimentation. We present eLab as an automated …

Identifying Reactive Trends in Glycerol Electro-Oxidation Using an Automated Screening Approach: 28 Ways to Electrodeposit an Au Electrocatalyst

R Gaddam, Z Wang, Y Li, LC Harris, MA Pence… - ACS …, 2024 - ACS Publications
Automated, rapid electrocatalyst discovery techniques that comprehensively address the
exploration of chemical spaces, characterization of catalyst robustness, reproducibility, and …

DigiChemTree enables programmable light-induced carbene generation for on demand chemical synthesis

A Rana, R Chauhan, A Mottafegh, DP Kim… - Communications …, 2024 - nature.com
The reproducibility of chemical reactions, when obtaining protocols from literature or
databases, is highly challenging for academicians, industry professionals and even now for …

Multiple Operando Fields Can Identify a Predictive Mass Transport Theory in Electrolytes

A Mistry, HG Steinrück, MF Toney… - The Journal of …, 2025 - ACS Publications
An electrolyte transport theory connects its transport properties, evolution of spatiotemporal
fields (eg, concentration), and corresponding macroscopic current and voltage responses …

Redox-Detecting Deep Learning for Mechanism Discernment in Cyclic Voltammograms of Multiple Redox Events

BB Hoar, W Zhang, Y Chen, J Sun, H Sheng… - ACS …, 2024 - ACS Publications
In electrochemical analysis, mechanism assignment is fundamental to understanding the
chemistry of a system. The detection and classification of electrochemical mechanisms in …

[HTML][HTML] Automation in Electrifying Flow Organic Synthesis

T Hardwick, N Ahmed - Tetrahedron Chem, 2024 - Elsevier
Organic electrochemical synthesis may be combined with continuous flow and automation
technology. Here, the authors highlight the benefits of such chemical engineering …

Object-detecting deep learning for mechanism discernment in multi-redox cyclic voltammograms

B Hoar, W Zhang, Y Chen, J Sun, H Sheng, Y Zhang… - 2023 - chemrxiv.org
In electrochemical analysis, mechanism assignment is fundamental to understanding the
chemistry of a system. The detection and classification of electrochemical mechanisms in …