Jul 11, 2023 · In our work, we demonstrate a computer-controlled HTE platform that is able to run up to 8 unique variable conditions in parallel for the free ...
Aug 14, 2023 · Using ML forward models, we first predict monomer conversion, intrinsically learning varying polymerization kinetics that change for each ...
Jul 14, 2022 · The algorithm accurately predicts monomer conversion in the first case despite variations in the polymerization kinetic parameters over time. In ...
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Transfer Learning of Full Molecular Weight Distributions via High-Throughput Computer-Controlled Polymerization ... Authors: Jin Da Tan; Balamurugan Ramalingam ...
Overall, we demonstrate that the combination of HTE and ML provide a high level of predictive accuracy in determining polymerization outcomes, providing polymer ...
We report a novel semicontinuous method for producing polymer mixtures with tailored molecular weight distributions (MWDs) and chemical compositions.
Apr 25, 2024 · Kedar Hippalgaonkar : Transfer Learning of Full Molecular Weight Distributions via High-Throughput Computer-Controlled Polymerization. J ...
Jun 18, 2020 · The protocol consists of implementing a computer-controlled flow reactor to produce narrow MWDs (Fig. 2). Polymers with narrow MWDs accumulate ...
3c01292. Transfer Learning of Full Molecular Weight Distributions via High-Throughput Computer-Controlled Polymerization ... Control in High Molecular Weight ...
Jul 5, 2020 · Transfer Learning of Full Molecular Weight Distributions via High-Throughput Computer-Controlled Polymerization. 2023, Journal of Chemical ...