RESEARCH PAPER · The Journal of Physical Chemistry C · 2020
Can Machines “Learn” Halide Perovskite Crystal Formation without Accurate Physicochemical Features?
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Robot-Accelerated Perovskite Investigation and Discovery
Chemistry of Materials · 2020-06-04
Zhi Li, Mansoor Ani Najeeb, Liana Alves, Alyssa Sherman, Venkateswaran Shekar, Peter L. Cruz Parrilla, Ian M. Pendleton, Wesley Wang, Philip W. Nega, Matthias Zeller, Joshua Schrier, Alexander J. Norquist, Emory M. Chan
Read original paper ↗ ·The Journal of Physical Chemistry A/B/C Virtual Special Issue on Machine Learning in Physical Chemistry
The Journal of Physical Chemistry C · 2020-11-05
Andrew L. Ferguson, Johannes Hachmann, Thomas F. Miller, Jim Pfaendtner
Read original paper ↗ ·The Journal of Physical Chemistry A/B/C Virtual Special Issue on Machine Learning in Physical Chemistry
The Journal of Physical Chemistry B · 2020-11-05
Andrew L. Ferguson, Johannes Hachmann, Thomas F. Miller, Jim Pfaendtner
Read original paper ↗ ·The Journal of Physical Chemistry A/B/C Virtual Special Issue on Machine Learning in Physical Chemistry
The Journal of Physical Chemistry A · 2020-11-05
Andrew L. Ferguson, Johannes Hachmann, Thomas F. Miller, Jim Pfaendtner
Read original paper ↗ ·Improving Data and Prediction Quality of High-Throughput Perovskite Synthesis with Model Fusion
Journal of Chemical Information and Modeling · 2021-04-02
Yuanqing Tang, Zhi Li, Mansoor Ani Najeeb, Hamed Eramian, Emory M. Chan, Alexander J. Norquist, D. Frank Hsu, Joshua Schrier
Read original paper ↗ ·Active meta-learning for predicting and selecting perovskite crystallization experiments
The Journal of Chemical Physics · 2022-01-23
Venkateswaran Shekar, Gareth Nicholas, Mansoor Ani Najeeb, Margaret Zeile, Vincent Yu, Xiaorong Wang, Dylan Slack, Zhi Li, Philip W. Nega, Emory M. Chan, Alexander J. Norquist, Joshua Schrier, Sorelle A. Friedler
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Chemical Reviews · 2022-06-14
Madasamy Thangamuthu, Qiushi Ruan, Peter Osei Ohemeng, Bing Luo, Dengwei Jing, Robert Godin, Junwang Tang
Read original paper ↗ ·Machine learning in energy chemistry: introduction, challenges and perspectives
Energy Advances · 2023-01-01
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Read original paper ↗ ·The role of machine learning in perovskite solar cell research
Journal of Alloys and Compounds · 2023-06-01
Chen Chen, Ayman Maqsood, T. Jesper Jacobsson
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Energy Technology · 2023-09-13
Nitin Kumar Bansal, Snehangshu Mishra, Himanshu Dixit, Shivam Porwal, Paulomi Singh, Trilok Singh
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Materials Today Chemistry · 2023-12-07
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