Machine learning enabled characterization of charge transport in organic semiconducting devices

• Main Author: Lakshminarayanan, Madhavkrishnan
• Other Authors: Leong Wei Lin
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering::Semiconductors; Engineering::Materials::Organic/Polymer electronics
• Online Access: https://hdl.handle.net/10356/161878
• Institution: Nanyang Technological University

While organic semiconducting materials have found immense potential in device applications such as field-effect transistors and photovoltaics in the past few decades, the mechanism of charge transport in these devices has not been fully understood. A scrutiny of the existing models suggests that the...