| Structure and Entanglement Network of Model Polymer-Grafted Nanoparticle Monolayers JG Ethier, LM Hall Macromolecules 51 (23), 9878–9889, 2018 | 52 | 2018 |
| Uniaxial deformation and crazing in glassy polymer-grafted nanoparticle ultrathin films JG Ethier, LF Drummy, RA Vaia, LM Hall ACS nano 13 (11), 12816-12829, 2019 | 33 | 2019 |
| Predicting phase behavior of linear polymers in solution using machine learning JG Ethier, RK Casukhela, JJ Latimer, MD Jacobsen, B Rasin, MK Gupta, ... Macromolecules 55 (7), 2691-2702, 2022 | 30 | 2022 |
| Deep learning of binary solution phase behavior of polystyrene JG Ethier, RK Casukhela, JJ Latimer, MD Jacobsen, AB Shantz, RA Vaia ACS Macro Letters 10 (6), 749-754, 2021 | 28 | 2021 |
| Continuous flow synthesis of pyridinium salts accelerated by multi-objective Bayesian optimization with active learning JH Dunlap, JG Ethier, AA Putnam-Neeb, S Iyer, SXL Luo, H Feng, ... Chemical Science 14 (30), 8061-8069, 2023 | 25 | 2023 |
| Modeling individual and pairs of adsorbed polymer-grafted nanoparticles: structure and entanglements JG Ethier, LM Hall Soft Matter 14 (4), 643-652, 2018 | 25 | 2018 |
| Microrheology analysis in molecular dynamics simulations: Finite box size correction JG Ethier, P Nourian, R Islam, R Khare, JD Schieber Journal of Rheology 65 (6), 1255-1267, 2021 | 15 | 2021 |
| Predicting polymer solubility from phase diagrams to compatibility: a perspective on challenges and opportunities J Ethier, E Antoniuk, BK Brettmann Soft Matter, 2024 | 6 | 2024 |
| Integrating theory with machine learning for predicting polymer solution phase behavior JG Ethier, DJ Audus, DC Ryan, RA Vaia Giant 15, 100171, 2023 | 6 | 2023 |
| Modeling Multi-Step Scientific Processes with Graph Transformer Networks AA Volk, RW Epps, JG Ethier, LA Baldwin arXiv preprint arXiv:2408.05425, 2024 | 2 | 2024 |
| Equibiaxial elongation of entangled polyisobutylene melts: Experiments and theoretical predictions SM Arzideh, A Córdoba, JG Ethier, JD Schieber, DC Venerus Journal of Rheology 68 (3), 341-353, 2024 | 1 | 2024 |
| pyDSM: GPU-accelerated rheology predictions for entangled polymers in Python JG Ethier, A Córdoba, JD Schieber Computer Physics Communications 290, 108786, 2023 | 1 | 2023 |
| Pessimistic asynchronous sampling in high-cost Bayesian optimization AA Volk, KG Reyes, JG Ethier, LA Baldwin arXiv preprint arXiv:2406.15291, 2024 | | 2024 |
| Phase Diagram Predictions of Various Polymer Macromolecules in Solution Using Transfer Learning J Ethier, D Ryan, R Vaia Bulletin of the American Physical Society, 2024 | | 2024 |
| pyDSM: Fast Quantitative Rheology Predictions for Entangled Polymers in Python J Ethier, A Còrdoba, J Schieber APS March Meeting Abstracts 2023, N00. 091, 2023 | | 2023 |
| Autonomous Mapping of Ternary Polymer Solution Phase Diagrams B Rasin, J Ethier, C Sanchez, D Ryan, M Gupta, R Vaia APS March Meeting Abstracts 2023, N00. 006, 2023 | | 2023 |
| Combining Flory-Huggins Theory and Machine Learning for Improved Polymer Solution Phase Behavior Predictions J Ethier, D Audus, D Ryan, R Vaia APS March Meeting Abstracts 2023, S03. 004, 2023 | | 2023 |
| Correction to “Structure and Entanglement Network of Model Polymer-Grafted Nanoparticle Monolayers” JG Ethier, LM Hall Macromolecules 55 (11), 4864-4864, 2022 | | 2022 |
| Mechanical Dissipation in Polymer-Grafted Nanoparticle Assemblies R Vaia, R Vaia, M Gonzales, J Ethier, N Liesen, L Hall, J Hyon APS March Meeting Abstracts 2022, D18. 008, 2022 | | 2022 |
| Predicting the Phase Behavior of Ternary Polymer Solutions Consisting of Two Polymers in a Common Solvent Using Autonomous Experimentation and Machine Learning B Rasin, J Ethier, M Gupta, R Vaia APS March Meeting Abstracts 2022, N00. 010, 2022 | | 2022 |
Richard VaiaAir Force Research LaboratoryVerified email at us.af.mil
