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Two-Step Machine Learning Enables Optimized Nanoparticle Synthesis

Flore Mekki-Berrada, Zekun Ren, Tan Huang, Wai Kuan Wong, Fang Zheng, Jiaxun Xie, Isaac Parker Siyu Tian, Senthilnath Jayavelu, Zackaria Mahfoud, Daniil Bash, Kedar Hippalgaonkar, Saif Khan, Tonio Buonassisi, Qianxiao Li, Xiaonan Wang

Version 1 posted 21 July 2020

698

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Materials Chemistry

Working Paper

Phosphine-stabilized hidden ground states in gold clusters investigated via a Au_n(PH_3)_m database

Caitlin McCandler, Jakob Dahl, Kristin Persson

Version 1 posted 22 July 2022

180

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Catalysis

Working Paper

High-Throughput Screening Single-Atom Alloy for Electroreduction of Dinitrogen to Ammonia

Guokui Zheng, Ziqi Tian, Xingwang Zhang, Liang Chen, Xu Qian, YanLe Li

Version 1 posted 12 January 2021

511

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Materials Science

Working Paper

Machine Learning-Enhanced High-Throughput Fabrication and Optimization of Quasi-2D Ruddlesden-Popper Perovskite Solar Cells

Nastaran Meftahi, Maciej Adam Surmiak, Sebastian O. Furer, Kevin James Rietwyk, Jianfeng Lu, Sonia Ruiz Raga, Caria Evans, Monika Michalska, Hao Deng, David P. McMeekin, Tuncay Alan, Dechan Angmo, Doojin Vak, Anthony Chesman, Andrew J. Christofferson, David A. Winkler, Udo Bach, Salvy P. Russo

Version 1 posted 12 September 2022

498

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Theoretical and Computational Chemistry

Working Paper

Machine-Learned Energy Functionals for Strongly Correlated Systems

Daniel King, Laura Gagliardi, Donald Truhlar

Version 3 posted 30 June 2021

790

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Organic Chemistry

Working Paper

Accelerated Robotic Discovery of Type II Porous Liquids

Rachel Kearsey, Ben M. Alston, Michael E. Briggs, Rebecca L. Greenaway, Andrew I. Cooper

Version 1 posted 05 July 2019

582

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Theoretical and Computational Chemistry

Working Paper

Materials with the CrVO4 Structure Type as Candidate Superprotonic Conductors

Pandu Wisesa, Chenyang Li, chuhong wang, Tim Mueller

Version 3 posted 30 September 2019

1,159

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Biological and Medicinal Chemistry

Working Paper

SuFEx-Enabled High-Throughput Medicinal Chemistry

Seiya Kitamura, Qinheng Zheng, Jordan L. Woehl, angelo solan, Emily Chen, Nicholas Dillon, Mitchell Hull, Miyako Kotaniguchi, Shinichi Kitamura, Victor Nizet, K. Barry Sharpless, Dennis Wolan

Version 1 posted 20 December 2019

927

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Materials Science

Working Paper

An Object-Oriented Framework to Enable Workflow Evolution across Materials Acceleration Platforms

Chang Jie Leong, Kai Yuan Andre Low, Jose Recatala-Gomez, Pablo Quijano Velasco, Eleonore Vissol-Gaudin, Jin Da Tan, Balamurugan Ramalingam, Riko I Made, Shreyas Dinesh Pethe, Saumya Sebastian, Yee-Fun Lim, Zi Hui Jonathan Khoo, Yang Bai, Jayce Jian Wei Cheng, Kedar Hippalgaonkar

Version 2 posted 17 August 2022

296

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Materials Science

Working Paper

Robotic cell assembly to accelerate battery research

Bojing Zhang, Leon Fischer, Alexey Sanin, Helge Sören Stein

Version 1 posted 27 May 2022

587

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Refine Search

40 results in High-Throughput in Keywords: High-Throughput

Two-Step Machine Learning Enables Optimized Nanoparticle Synthesis

Phosphine-stabilized hidden ground states in gold clusters investigated via a Au_n(PH_3)_m database

High-Throughput Screening Single-Atom Alloy for Electroreduction of Dinitrogen to Ammonia

Machine Learning-Enhanced High-Throughput Fabrication and Optimization of Quasi-2D Ruddlesden-Popper Perovskite Solar Cells

Machine-Learned Energy Functionals for Strongly Correlated Systems

Accelerated Robotic Discovery of Type II Porous Liquids

Materials with the CrVO4 Structure Type as Candidate Superprotonic Conductors

SuFEx-Enabled High-Throughput Medicinal Chemistry

An Object-Oriented Framework to Enable Workflow Evolution across Materials Acceleration Platforms

Robotic cell assembly to accelerate battery research

40 results in Keywords: High-Throughput