Machine Learning for Understanding the Relationship between the Charge Transport Mobility and Electronic Energy Levels for n‐Type Organic Field‐Effect Transistors

Finding the Right Bricks for Molecular Lego: A Data Mining Approach to Organic Semiconductor Design

(2019) Christian Kunkel et al.   CHEMISTRY OF MATERIALS

Machine Learning for Understanding Compatibility of Organic–Inorganic Hybrid Perovskites with Post-Treatment Amines

(2019) Yongze Yu et al.   ACS Energy Letters

Knowledge discovery through chemical space networks: the case of organic electronics

(2019) Christian Kunkel et al.   JOURNAL OF MOLECULAR MODELING

Improving the Electronic Transporting Property for Flexible Field-Effect Transistors with Naphthalene Diimide-Based Conjugated Polymer through Branching/Linear Side-Chain Engineering Strategy

(2019) Jing Ma et al.   ACS Applied Materials & Interfaces

Chemical diversity in molecular orbital energy predictions with kernel ridge regression

(2019) Annika Stuke et al.   JOURNAL OF CHEMICAL PHYSICS

Comparing the Gate Dependence of Contact Resistance and Channel Resistance in Organic Field-Effect Transistors for Understanding the Mobility Overestimation Issue

(2018) Yuanyuan Hu et al.   IEEE ELECTRON DEVICE LETTERS

EGBMMDA: Extreme Gradient Boosting Machine for MiRNA-Disease Association prediction

(2018) Xing Chen et al.   Cell Death & Disease

Toward Predicting Efficiency of Organic Solar Cells via Machine Learning and Improved Descriptors

(2018) Harikrishna Sahu et al.   Advanced Energy Materials

Anthracene-based semiconductors for organic field-effect transistors

(2018) Mengyun Chen et al.   Journal of Materials Chemistry C

Design of efficient blue phosphorescent bottom emitting light emitting diodes by machine learning approach

(2018) M.A. Janai et al.   ORGANIC ELECTRONICS

Critical assessment of charge mobility extraction in FETs

(2017) Hyun Ho Choi et al.   NATURE MATERIALS

Charge carrier mobility in thin films of organic semiconductors by the gated van der Pauw method

(2017) Cedric Rolin et al.   Nature Communications

Recent progress in the development of n-type organic semiconductors for organic field effect transistors

(2017) Jesse T. E. Quinn et al.   Journal of Materials Chemistry C

Polycyclic aromatic hydrocarbons with orthogonal tetraimides as n-type semiconductors

(2016) Xiaoping Cui et al.   CHEMICAL COMMUNICATIONS

Singlet Fission via an Excimer-Like Intermediate in 3,6-Bis(thiophen-2-yl)diketopyrrolopyrrole Derivatives

(2016) Catherine M. Mauck et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Mobility overestimation due to gated contacts in organic field-effect transistors

(2016) Emily G. Bittle et al.   Nature Communications

On the Extraction of Charge Carrier Mobility in High-Mobility Organic Transistors

(2015) Takafumi Uemura et al.   ADVANCED MATERIALS

Fine-Tuning of Crystal Packing and Charge Transport Properties of BDOPV Derivatives through Fluorine Substitution

(2015) Jin-Hu Dou et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Effect of Doping Concentration on Microstructure of Conjugated Polymers and Characteristics in N-Type Polymer Field-Effect Transistors

(2014) Chuan Liu et al.   ADVANCED FUNCTIONAL MATERIALS

Imide- and Amide-Functionalized Polymer Semiconductors

(2014) Xugang Guo et al.   CHEMICAL REVIEWS

High performance n-type and ambipolar small organic semiconductors for organic thin film transistors

(2014) Ke Zhou et al.   PHYSICAL CHEMISTRY CHEMICAL PHYSICS

High-Mobility Air-Stable Naphthalene Diimide-Based Copolymer Containing Extended π-Conjugation for n-Channel Organic Field Effect Transistors

(2013) Ran Kim et al.   ADVANCED FUNCTIONAL MATERIALS

Critical Role of Alkyl Chain Branching of Organic Semiconductors in Enabling Solution-Processed N-Channel Organic Thin-Film Transistors with Mobility of up to 3.50 cm2 V–1 s–1

(2013) Fengjiao Zhang et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Cyano-disubstituted dipyrrolopyrazinedione (CNPzDP) small molecules for solution processed n-channel organic thin-film transistors

(2013) Wei Hong et al.   Journal of Materials Chemistry C

A stable solution-processed polymer semiconductor with record high-mobility for printed transistors

(2012) Jun Li et al.   Scientific Reports

Thienoacene-Based Organic Semiconductors

(2011) Kazuo Takimiya et al.   ADVANCED MATERIALS

A Low-Bandgap Diketopyrrolopyrrole-Benzothiadiazole-Based Copolymer for High-Mobility Ambipolar Organic Thin-Film Transistors

(2010) Prashant Sonar et al.   ADVANCED MATERIALS

Doping kinetics of organic semiconductors investigated by field-effect transistors

(2010) F. Maddalena et al.   APPLIED PHYSICS LETTERS

Energy-Level Alignment at Organic/Metal and Organic/Organic Interfaces

(2009) Slawomir Braun et al.   ADVANCED MATERIALS

Overestimation of the field-effect mobility via transconductance measurements and the origin of the output/transfer characteristic discrepancy in organic field-effect transistors

(2009) Colin Reese et al.   JOURNAL OF APPLIED PHYSICS

A high-mobility electron-transporting polymer for printed transistors

(2009) He Yan et al.   NATURE

Chemical Control of Local Doping in Organic Thin-Film Transistors: From Depletion to Enhancement

(2008) Peter Pacher et al.   ADVANCED MATERIALS