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A spatiotemporal route to understanding metal halide perovskite crystallization

Mansoor Ani Najeeb, Rodolfo Keesey, Margaret Zeile, Venkateswaran Shekar, Zhi Li, Nicholas Leiby, Matthias Zeller, Emory Chan, Joshua Schrier, Alexander Norquist

Version 1 posted 28 January 2022

308

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Materials Chemistry

Working Paper

Using automated serendipity to discover how trace water promotes and inhibits lead halide perovskite crystal formation

Philip Nega, Zhi Li, Victor Ghosh, Janak Thapa, Shijing Sun, Noor Titan Putri Hartono, Mansoor Ani Najeeb Nellikkal, Alexander J. Norquist, Tonio Buonassisi, Emory M. Chan, Joshua Schrier

Version 1 posted 23 June 2021

373

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Chemical Education

Working Paper

Machine learning for functional group identification in vibrational spectroscopy: A pedagogical lab for undergraduate chemistry students

Elizabeth Thrall, Seung Eun Lee, Joshua Schrier, Yijun Zhao

Version 1 posted 22 June 2021

427

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Materials Science

Working Paper

Robot-Accelerated Perovskite Investigation and Discovery (RAPID): 1. Inverse Temperature Crystallization

Zhi Li, Mansoor Ani Najeeb, Liana Alves, Alyssa Sherman, Peter Cruz Parrilla, Ian M. Pendleton, Matthias Zeller, Joshua Schrier, Alexander J. Norquist, Emory Chan

Version 1 posted 24 October 2019

1,494

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1

Citations

Materials Science

Working Paper

Dimensional control over metal halide perovskite crystallization guided by active learning

Zhi Li, Philip Nega, Mansoor Najeeb, Chaochao Dun, Matthias Zeller, Jeffrey Urban, Wissam Saidi, Joshua Schrier, Alexander Norquist, Emory Chan

Version 1 posted 04 October 2021

579

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Organic Chemistry

Working Paper

Evaluating the Performance of a Transformer-based Organic Reaction Prediction Model

William Borrelli, Joshua Schrier

Version 1 posted 29 June 2021

1,366

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1

Citations

Materials Chemistry

Working Paper

Active Meta-Learning for Predicting and Selecting Perovskite Crystallization Experiments

Venkateswaran Shekar, Gareth Nicholas, Mansoor Ani Najeeb, Margaret Zeile, Vincent Yu, Xiaorong Wang, Dylan Slack, Zhi Li, Philip Nega, Emory Chan, Alexander Norquist, Joshua Schrier, Sorelle Friedler

Version 1 posted 27 October 2021

703

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Chemical Engineering and Industrial Chemistry

Working Paper

Olympus, enhanced: benchmarking mixed-parameter and multi-objective optimization in chemistry and materials science

Riley Hickman, Priyansh Parakh, Austin Cheng, Qianxiang Ai, Joshua Schrier, Matteo Aldeghi, Alán Aspuru-Guzik

Version 1 posted 18 May 2023

1,164

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3

Citations

Chemical Education

Review

Review of Low-cost Self-driving Laboratories: The "Frugal Twin" Concept

Stanley Lo, Sterling Baird, Joshua Schrier, Ben Blaiszik, Nessa Carson, Ian Foster, Andrés Aguilar-Granda, Sergei Kalinin, Benji Maruyama, Maria Politi, Helen Tran, Taylor Sparks, Alán Aspuru-Guzik

Version 2 posted 16 November 2023

1,289

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1

Citations

Physical Chemistry

Working Paper

Rediscovering the particle in a box: Machine learning regression analysis for hypothesis generation in physical chemistry lab

Elizabeth Thrall, Fernando Martinez Lopez, Thomas Egg, Seung Eun Lee, Joshua Schrier, Yijun Zhao

Version 2 posted 03 October 2023

422

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17 results in Joshua Schrier in Authors: Joshua Schrier

A spatiotemporal route to understanding metal halide perovskite crystallization

Using automated serendipity to discover how trace water promotes and inhibits lead halide perovskite crystal formation

Machine learning for functional group identification in vibrational spectroscopy: A pedagogical lab for undergraduate chemistry students

Robot-Accelerated Perovskite Investigation and Discovery (RAPID): 1. Inverse Temperature Crystallization

Dimensional control over metal halide perovskite crystallization guided by active learning

Evaluating the Performance of a Transformer-based Organic Reaction Prediction Model

Active Meta-Learning for Predicting and Selecting Perovskite Crystallization Experiments

Olympus, enhanced: benchmarking mixed-parameter and multi-objective optimization in chemistry and materials science

Review of Low-cost Self-driving Laboratories: The "Frugal Twin" Concept

Rediscovering the particle in a box: Machine learning regression analysis for hypothesis generation in physical chemistry lab

17 results in Authors: Joshua Schrier