Search

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

353

Downloads

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

275

Downloads

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

1,216

Downloads

1

Citations

Inorganic Chemistry

Working Paper

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

227

Downloads

Organic Chemistry

Working Paper

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

William Borrelli, Joshua Schrier

596

Downloads

Materials Chemistry

Working Paper

Environmental Stability of Crystals: Why Be Greedy When You Can Be Exact?

Qianxiang Ai, Joshua Schrier

144

Downloads

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

569

Downloads

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

454

Downloads

Materials Chemistry

Review

Serendipity based recommender system for perovskites material discovery: balancing exploration and exploitation across multiple models

Venkateswaran Shekar, Vincent Yu, Benjamin J. Garcia, David Benjamin Gordon, Gemma E. Moran, David M. Blei, Loïc M. Roch, Alberto García-Durán, Mansoor Ani Najeeb, Margaret Zeile, Philip W. Nega, Zhi Li, Mina A. Kim, Emory M. Chan, Alexander J. Norquist, Sorelle Friedler, Joshua Schrier

648

Downloads

1

Citations

Refine Search

9 results in Joshua Schrier in Authors: Joshua Schrier

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

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

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

A spatiotemporal route to understanding metal halide perovskite crystallization

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

Environmental Stability of Crystals: Why Be Greedy When You Can Be Exact?

Active Meta-Learning for Predicting and Selecting Perovskite Crystallization Experiments

Dimensional control over metal halide perovskite crystallization guided by active learning

Serendipity based recommender system for perovskites material discovery: balancing exploration and exploitation across multiple models

9 results in Authors: Joshua Schrier