The solution is the solution: data-driven elucidation of solution-to-device feature transfer for π-conjugated polymer semiconductors CP Callaway, AL Liu, R Venkatesh, Y Zheng, M Lee, JC Meredith, ... ACS Applied Materials & Interfaces 14 (3), 3613-3620, 2022 | 23 | 2022 |
Data science guided experiments identify conjugated polymer solution concentration as a key parameter in device performance R Venkatesh, Y Zheng, C Viersen, A Liu, C Silva, M Grover, E Reichmanis ACS Materials Letters 3 (9), 1321-1327, 2021 | 21 | 2021 |
Small data machine learning: Classification and prediction of poly (ethylene terephthalate) stabilizers using molecular descriptors AL Liu, R Venkatesh, M McBride, E Reichmanis, JC Meredith, MA Grover ACS Applied Polymer Materials 2 (12), 5592-5601, 2020 | 18 | 2020 |
Overlap concentration generates optimum device performance for DPP-based conjugated polymers R Venkatesh, Y Zheng, AL Liu, H Zhao, C Silva, CJ Takacs, MA Grover, ... Organic Electronics 117, 106779, 2023 | 9 | 2023 |
Composition Gradient High-Throughput Polymer Libraries Enabled by Passive Mixing and Elevated Temperature Operability AL Liu, EM Dogan-Guner, M McBride, R Venkatesh, MA Gonzalez, ... Chemistry of Materials 34 (15), 6659-6670, 2022 | 6 | 2022 |
Exciton Bimolecular Annihilation Dynamics in Push–Pull Semiconductor Polymers Y Zheng, R Venkatesh, E Rojas-Gatjens, E Reichmanis, C Silva-Acuña The Journal of Physical Chemistry Letters 15 (1), 272-280, 2024 | 2 | 2024 |
Chain Conformation and Exciton Delocalization in a Push–Pull Conjugated Polymer Y Zheng, R Venkatesh, CP Callaway, C Viersen, KH Fagbohungbe, ... Chemistry of Materials 35 (23), 10258-10267, 2023 | 2 | 2023 |
Development of Experimental Guidelines for Organic Field-Effect Transistors (OFETs) Using Machine Learning Based on Ofets Database M Lee, R Venkatesh, JA Bonsu, C Meredith, M Grover, E Reichmanis 2024 AIChE Annual Meeting, 2024 | | 2024 |
Harnessing Compositional Gradients to Elucidate Phase Behaviors toward High Performance Polymer Semiconductor Blends R Venkatesh, AL Liu, Y Zheng, H Zhao, MA Grover, JC Meredith, ... ACS Applied Electronic Materials, 2024 | | 2024 |
Data-Enabled Experimental Development of Polymer-Based Organic Electronics R Venkatesh, AL Liu, Y Zheng, C Meredith, E Reichmanis, M Grover 2023 AIChE Annual Meeting, 2023 | | 2023 |
Providing a Robust Experimental Database Model for Organic Thin-Film Electronics AL Liu, R Venkatesh, M Lee, JA Bonsu, R Volkovinsky, A Khasbaatar, ... 2023 AIChE Annual Meeting, 2023 | | 2023 |
High-Throughput Experimentation and Compositional Screening of Polymer-Based Semiconductor/Insulator Blends for Organic Device Applications R Venkatesh, A Liu, H Zhao, M Grover, E Reichmanis, C Meredith 2023 AIChE Annual Meeting, 2023 | | 2023 |
Conjugated Polymer Process Ontology and Experimental Data Repository for Organic Field-Effect Transistors AL Liu, M Lee, R Venkatesh, JA Bonsu, R Volkovinsky, JC Meredith, ... Chemistry of Materials 35 (21), 8816-8826, 2023 | | 2023 |
Data Science Guided Experiments Identify Conjugated Polymer Solution Concentration as a Key Parameter in Organic Field-Effect Transistor Device Performance R Venkatesh, Y Zheng, C Viersen, A Liu, C Silva, M Grover, E Reichmanis 2022 AIChE Annual Meeting, 2022 | | 2022 |
Solution Coating of Polymer Blend Libraries for High-Throughput Experimentation Via Passive Mixing AL Liu, EM Dogan-Guner, M McBride, R Venkatesh, MA Gonzalez, ... 2022 AIChE Annual Meeting, 2022 | | 2022 |
DATA-ENABLED EXPERIMENTAL DEVELOPMENT OF POLYMER-BASED ORGANIC ELECTRONICS AL Liu, R Venkatesh, C Meredith, E Reichmanis, M Grover | | |