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Beyond Molecular Structure: Critically Assessing Machine Learning for Designing Organic Photovoltaic Materials and Devices

Martin Seifrid, Stanley Lo, Dylan G. Choi, Gary Tom, My Linh Le, Kunyu Li, Rahul Sankar, Hoai-Thanh Vuong, Hiba Wakidi, Ahra Yi, Ziyue Zhu, Nora Schopp, Aaron Peng, Benjamin Luginbuhl, Thuc-Quyen Nguyen, Alán Aspuru-Guzik

Version 2 posted 01 April 2024

584

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Materials Science

Working Paper

Role of the energy offset on the charge photogeneration and voltage loss of nonfullerene acceptor-based organic solar cells

Yasunari Tamai, Rei Shirouchi, Toshiharu Saito, Kazuki Kohzuki, Shin-ichiro Natsuda

Version 1 posted 18 April 2023

220

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Theoretical and Computational Chemistry

Working Paper

The Influence of Sorbitol Doping on Aggregation and Electronic Properties of PEDOT:PSS: A Theoretical Study

Pascal Friederich, Salvador León, Jose Dario Perea, Loic Roch, Alan Aspuru-Guzik

Version 1 posted 18 March 2020

749

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1

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Materials Science

Working Paper

Harnessing Direct(Hetero)Arylation in Pursuit of a Saddle-Shaped Perylene Diimide Tetramer

Joshua Koenig, Audrey Laventure, Gregory Welch

Version 1 posted 27 September 2019

620

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Energy

Working Paper

Simultaneous Measurement of Photocurrent and Recombination Emission in Organic Solar Cell

Ji-Hyun Lee, Masahiro Hiramoto, Seiichiro Izawa

Version 1 posted 22 June 2021

285

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Theoretical and Computational Chemistry

Working Paper

Charge Transfer Landscape Manifesting Structure-Rate Relationship in the Condensed Phase via Machine Learning

Dominikus Brian, Xiang Sun

Version 1 posted 08 November 2021

426

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Energy

Working Paper

Environmentally friendly and roll-processed flexible organic solar cells based on PM6:Y6.

Marcial Fernández Castro, Jean Truer, Moises Espindola-Rodriguez, Jens Wenzel Andreasen

Version 3 posted 25 November 2021

720

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Materials Science

Working Paper

Near-IR Absorption and Photocurrent Generation Using a First-of-Its-Kind Boron Difluoride Formazanate Non-Fullerene Acceptor

Josh D. B. Koenig, Mahmoud E. Farahat, Jasveer S. Dhindsa, Joe Gilroy, Gregory Welch

Version 1 posted 26 February 2020

538

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Materials Science

Working Paper

Molecular Recognition and Band Alignment in 3-D Covalent Organic Frameworks for Co-Crystalline Organic Photovoltaics

Jordan M Cox, Bradley Mileson, Ananthan Sadagopan, Steven Lopez

Version 2 posted 24 March 2020

1,094

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Energy

Working Paper

Organic Photovoltaic Efficiency Predictor: Data-Driven Predictions of Power Conversion Efficiencies of Non-Fullerene Acceptor Organic Solar Cells

Brianna Greenstein, Geoffrey Hutchison

Version 1 posted 05 November 2021

573

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17 results in Organic Photovoltaics in Keywords: Organic Photovoltaics

Beyond Molecular Structure: Critically Assessing Machine Learning for Designing Organic Photovoltaic Materials and Devices

Role of the energy offset on the charge photogeneration and voltage loss of nonfullerene acceptor-based organic solar cells

The Influence of Sorbitol Doping on Aggregation and Electronic Properties of PEDOT:PSS: A Theoretical Study

Harnessing Direct(Hetero)Arylation in Pursuit of a Saddle-Shaped Perylene Diimide Tetramer

Simultaneous Measurement of Photocurrent and Recombination Emission in Organic Solar Cell

Charge Transfer Landscape Manifesting Structure-Rate Relationship in the Condensed Phase via Machine Learning

Environmentally friendly and roll-processed flexible organic solar cells based on PM6:Y6.

Near-IR Absorption and Photocurrent Generation Using a First-of-Its-Kind Boron Difluoride Formazanate Non-Fullerene Acceptor

Molecular Recognition and Band Alignment in 3-D Covalent Organic Frameworks for Co-Crystalline Organic Photovoltaics

Organic Photovoltaic Efficiency Predictor: Data-Driven Predictions of Power Conversion Efficiencies of Non-Fullerene Acceptor Organic Solar Cells

17 results in Keywords: Organic Photovoltaics