Search

Catalysis

Working Paper

A Data-Science Approach to Experimental Catalyst Discovery: Integrating Exploration, Exploitation, and Serendipity

Sunao Nakanowatari, Keisuke Takahashi, Dam Hieu-Chi, Toshiaki Taniike

Version 1 posted 16 December 2024

120

Downloads

Catalysis

Working Paper

End-to-End High-Throughput Approach for Data-Driven Internal Donor Development in Heterogeneous Ziegler-Natta Propylene Polymerization

Toshiaki Taniike, Felicia Daniela Cannavacciuolo, Mostafa Khoshsefat, Diego De Canditiis, Giuseppe Antinucci, Patchanee Chammingkwan, Roberta Cipullo, Vincenzo Busico

Version 1 posted 12 March 2024

317

Downloads

Analytical Chemistry

Working Paper

Autonomous closed-loop mechanistic investigation of molecular electrochemistry via automation

Hongyuan Sheng, Jingwen Sun, Oliver Rodríguez, Benjamin Hoar, Weitong Zhang, Danlei Xiang, Tianhua Tang, Avijit Hazra, Daniel Min, Abigail Doyle, Matthew Sigman, Cyrille Costentin, Quanquan Gu, Joaquín Rodríguez-López, Chong Liu

Version 1 posted 16 October 2023

752

Downloads

1

Citations

Organic Chemistry

Working Paper

Oxoammonium-Catalyzed Oxidation of N-Substituted Amines

Jonas Rein, Bartosz Górski, Yukun Cheng, Zhen Lei, Frederic Buono, Song Lin

Version 1 posted 26 August 2024

1,318

Downloads

Catalysis

Working Paper

Unbiased Dataset for Methane Dry Reforming and Catalyst Design Guidelines Obtained by High-Throughput Experimentation and Machine Learning

Wentao Du, Patchanee Chammingkwan, Keisuke Takahashi, Toshiaki Taniike

Version 1 posted 04 October 2024

116

Downloads

Materials Science

Working Paper

Archerfish: A Retrofitted 3D Printer for High-throughput Combinatorial Experimentation via Continuous Printing

Alexander E. Siemenn, Basita Das, Eunice Aissi, Fang Sheng, Lleyton Elliott, Blake Hudspeth, Marilyn Meyers, James Serdy, Tonio Buonassisi

Version 2 posted 16 December 2024

315

Downloads

Catalysis

Working Paper

(DMP)DAB–Pd–MAH: A Versatile Pd(0) Source for Precatalyst Formation, Reaction Screening, and Preparative-Scale Synthesis

Jingjun Huang, Matthew Isaac, Ryan Watt, Joseph Becica, Emma Dennis, Makhsud I. Saidaminov, William A. Sabbers, David Leitch

Version 1 posted 20 January 2021

1,108

Downloads

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

873

Downloads

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

758

Downloads

Analytical Chemistry

Working Paper

Machine Learning for Acute Toxicity Prediction Using High-Throughput Enzyme-Reaction Chip

Qiannan Duan, Jianchao Lee, Jinhong Gao, Jiayuan Chen, Yachao Lian, Zoudi Wang, Can Wang, Zhaoyi Xu, Juan Ren, Sifan Bi

Version 2 posted 04 March 2019

1,076

Downloads

Refine Search

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

A Data-Science Approach to Experimental Catalyst Discovery: Integrating Exploration, Exploitation, and Serendipity

End-to-End High-Throughput Approach for Data-Driven Internal Donor Development in Heterogeneous Ziegler-Natta Propylene Polymerization

Autonomous closed-loop mechanistic investigation of molecular electrochemistry via automation

Oxoammonium-Catalyzed Oxidation of N-Substituted Amines

Unbiased Dataset for Methane Dry Reforming and Catalyst Design Guidelines Obtained by High-Throughput Experimentation and Machine Learning

Archerfish: A Retrofitted 3D Printer for High-throughput Combinatorial Experimentation via Continuous Printing

(DMP)DAB–Pd–MAH: A Versatile Pd(0) Source for Precatalyst Formation, Reaction Screening, and Preparative-Scale Synthesis

A Droplet Microfluidic Platform for High-Throughput Photochemical Reactions

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

Machine Learning for Acute Toxicity Prediction Using High-Throughput Enzyme-Reaction Chip

44 results in Keywords: high-throughput experimentation