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Organic Chemistry

Working Paper

PhactorTM – a High Throughput Experimentation Management System

Tim Cernak, Babak Mahjour

Version 1 posted 30 October 2020

1,629

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4

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Catalysis

Working Paper

Learning design rules for selective oxidation catalysts from high-throughput experimentation and artificial intelligence

Lucas Foppa, Christopher Sutton, Luca M. Ghiringhelli, Sandip De, Patricia Löser, Stephan Schunk, Ansgar Schaefer, Matthias Scheffler

Version 1 posted 21 October 2021

666

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Organic Chemistry

Working Paper

The Effect of Chemical Representation on Active Machine Learning Towards Closed-Loop Optimization

Alexander Pomberger, Antonio Pedrina McCarthy, Ahmad Khan, Simon Sung, Connor Taylor, Matthew Gaunt, Lucy Colwell, David Walz, Alexei Lapkin

Version 2 posted 17 January 2022

632

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1

Citations

Organic Chemistry

Working Paper

Merging Directed C−H Activations with High-Throughput Experimentation: Development of Predictable Iridium-Catalyzed C−H Aminations Applicable to Late-Stage Functionalization

Erik Weis, Maria Johansson, Pernilla Korsgren, Belén Martín-Matute, Magnus J Johansson

Version 1 posted 07 December 2021

727

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Materials Science

Working Paper

Autonomous retrosynthesis of nanoscale structures via spectral shape matching

Kiran Vaddi, Huat Thart Chiang, Lilo D Pozzo

Version 1 posted 30 March 2022

274

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Materials Science

Working Paper

Multivariate Analysis of Peptide-Driven Nucleation and Growth of Au Nanoparticles

Kacper J. Lachowski, Kiran Vaddi, Nada Y. Naser, François Baneyx, Lilo D. Pozzo

Version 1 posted 18 February 2022

216

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Organic Chemistry

Working Paper

Discovery of photocatalytic reactions enabled by high-throughput experimentation

Adam Nelson, Samuel Griggs, Georgina Bonney, Stephen Marsden, Samuel Liver

Version 1 posted 24 June 2022

527

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Nanoscience

Working Paper

Self-Driving Laboratories: A Paradigm Shift in Nanomedicine Development

Riley Hickman, Pauric Bannigan, Zeqing Bao, Alán Aspuru-Guzik, Christine Allen

Version 1 posted 20 October 2022

602

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Theoretical and Computational Chemistry

Working Paper

Random Forest Machine Learning Models for Interpretable X-Ray Absorption Near-Edge Structure Spectrum-Property Relationships

Steven Torrisi, Matthew Carbone, Brian Rohr, Joseph H. Montoya, Yang Ha, Junko Yano, Santosh Suram, Linda Hung

Version 1 posted 20 February 2020

737

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Catalysis

Working Paper

A Droplet Microfluidic Platform for High-Throughput Photochemical Reactions

Alexandra Sun, Daniel Steyer, Anthony Allen, Emory Payne, Robert Kennedy, Corey Stephenson

Version 1 posted 22 April 2020

848

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Refine Search

34 results in high-throughput experimentation in Keywords: high-throughput experimentation

PhactorTM – a High Throughput Experimentation Management System

Learning design rules for selective oxidation catalysts from high-throughput experimentation and artificial intelligence

The Effect of Chemical Representation on Active Machine Learning Towards Closed-Loop Optimization

Merging Directed C−H Activations with High-Throughput Experimentation: Development of Predictable Iridium-Catalyzed C−H Aminations Applicable to Late-Stage Functionalization

Autonomous retrosynthesis of nanoscale structures via spectral shape matching

Multivariate Analysis of Peptide-Driven Nucleation and Growth of Au Nanoparticles

Discovery of photocatalytic reactions enabled by high-throughput experimentation

Self-Driving Laboratories: A Paradigm Shift in Nanomedicine Development

Random Forest Machine Learning Models for Interpretable X-Ray Absorption Near-Edge Structure Spectrum-Property Relationships

A Droplet Microfluidic Platform for High-Throughput Photochemical Reactions

34 results in Keywords: high-throughput experimentation