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Inorganic Chemistry

Working Paper

Targeting Productive Composition Space Through Machine-Learning Directed Inorganic Synthesis

Sogol Lotfi, Ziyan Zhang, Gayatri Viswanathan, Kaitlyn Fortenberry, Aria Mansouri Tehrani, Jakoah Brgoch

Version 2 posted 07 February 2020

718

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Inorganic Chemistry

Working Paper

Finding the Next Superhard Material through Ensemble Learning

Ziyan Zhang, Aria Mansouri Tehrani, Anton Oliynyk, Blake Day, Jakoah Brgoch

Version 1 posted 15 July 2020

695

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Theoretical and Computational Chemistry

Working Paper

Single Crystal Automated Refinement (SCAR): A Data-Driven Method for Solving Inorganic Structures

Gayatri Viswanathan, Anton Oliynyk, Erin Antono, Julia Ling, Bryce Meredig, Jakoah Brgoch

Version 1 posted 14 January 2019

1,134

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Theoretical and Computational Chemistry

Working Paper

Machine Learning for Materials Scientists: An Introductory Guide Towards Best Practices

Anthony Wang, Ryan Murdock, Steven Kauwe, Anton Oliynyk, Aleksander Gurlo, Jakoah Brgoch, Kristin Persson, Taylor Sparks

Version 1 posted 06 May 2020

2,430

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Materials Science

Working Paper

Controlling Eu2+ Substitution towards a Narrow-Band Green-Emitting Borate Phosphor NaBaB9O15:Eu2+

Ya Zhuo, Jiyou Zhong, Jakoah Brgoch

Version 1 posted 06 November 2019

896

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1

Citations

Inorganic Chemistry

Working Paper

Enabling Wide-Gamut Human-Centric Display Lighting

Shruti Hariyani, Xinxin Xing, Mahdi Amachraa, Jiming Bao, Shyue Ping Ong, Jakoah Brgoch

Version 1 posted 05 August 2022

212

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Inorganic Chemistry

Working Paper

Trends in bulk compressibility of Mo2-xWxBC solid solutions

Marcus Parry, Jackson Hendry, Samantha Couper, Anton Oliynyk, Aria Mansouri Tehrani, Jakoah Brgoch, Lowell Miyagi, Taylor Sparks

Version 1 posted 13 October 2021

213

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Inorganic Chemistry

Working Paper

From simple to complex crystal chemistry in the RE−Au−Tt systems (RE = La, Ce, Pr, Nd, Ho; Tt = Ge, Sn, Pb)

Sogol Lotfi, Roy Arrieta, Gordon Peterson, Pablo Delgado, Jakoah Brgoch

Version 1 posted 17 January 2022

222

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Materials Chemistry

Review

In Pursuit of the Exceptional: Research Directions for Machine Learning in Chemical and Materials Science

Joshua Schrier, Alexander Norquist, Tonio Buonassisi, Jakoah Brgoch

Version 2 posted 21 August 2023

1,151

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9 results in Jakoah Brgoch in Authors: Jakoah Brgoch

Targeting Productive Composition Space Through Machine-Learning Directed Inorganic Synthesis

Finding the Next Superhard Material through Ensemble Learning

Single Crystal Automated Refinement (SCAR): A Data-Driven Method for Solving Inorganic Structures

Machine Learning for Materials Scientists: An Introductory Guide Towards Best Practices

Controlling Eu2+ Substitution towards a Narrow-Band Green-Emitting Borate Phosphor NaBaB9O15:Eu2+

Enabling Wide-Gamut Human-Centric Display Lighting

Trends in bulk compressibility of Mo2-xWxBC solid solutions

From simple to complex crystal chemistry in the RE−Au−Tt systems (RE = La, Ce, Pr, Nd, Ho; Tt = Ge, Sn, Pb)

In Pursuit of the Exceptional: Research Directions for Machine Learning in Chemical and Materials Science

9 results in Authors: Jakoah Brgoch