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6 results in Keywords: Autonomous discovery

Theoretical and Computational Chemistry

Chimera: Enabling Hierarchy Based Multi-Objective Optimization for Self-Driving Laboratories

Florian Häse, Loic Roch, Alan Aspuru-Guzik

Version 1 posted 30 April 2018

1,288

Downloads

An Autonomous Electrochemical Test stand for Machine Learning Informed Electrolyte Optimization

Jay Whitacre, Jared Mitchell, Adarsh Dave, Sven Burke, Venkatasubramanian Viswanathan

Version 1 posted 16 October 2019

1,038

Downloads

Autonomous Discovery of Battery Electrolytes with Robotic Experimentation and Machine-Learning

Adarsh Dave, Jared Mitchell, Kirthevasan Kandasamy, Sven Burke, Biswajit Paria, Barnabas Poczos, Jay Whitacre, Venkatasubramanian Viswanathan

Version 1 posted 20 November 2019

990

Downloads

1

Citations

A Multiobjective Closed-loop Approach Towards Autonomous Discovery of Electrocatalysts for Nitrogen Reduction

Lance Kavalsky, Vinay Hegde, Bryce Meredig, Venkatasubramanian Viswanathan

Version 2 posted 29 May 2023

508

Downloads

Theoretical and Computational Chemistry

ChemOS: An Orchestration Software to Democratize Autonomous Discovery

Loı̈c M. Roch, Florian Häse, Christoph Kreisbeck, Teresa Tamayo-Mendoza, Lars P. E. Yunker, Jason E. Hein, Alan Aspuru-Guzik

Version 1 posted 07 March 2018

5,020

Downloads

4

Citations

Chemical Engineering and Industrial Chemistry

Autonomous Discovery of Functional Random Heteropolymer Blends through Evolutionary Formulation Optimization

Guangqi Wu, Tianyi Jin, Alfredo Alexander-Katz, Connor Coley

Version 1 posted 29 October 2024

262

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