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Published on: April 22, 2016
A quantum mechanical study of methacrylate free-radical polymerizations
Matthew D Miller1, Andrew J Holder
1AstraZeneca, Waltham, Massachusetts 02451, USA.
Theoretical calculations accurately predict methacrylate polymerization rates using quantitative structure property relationship (QSAR) models. Semiempirical and DFT methods offer insights into activation energies and propagation rate coefficients (kp), explaining experimental observations.
Area of Science:
- Polymer Chemistry
- Computational Chemistry
- Physical Chemistry
Background:
- Pulsed-laser initiated polymerization (PLP) coupled with size-exclusion chromatography (SEC) measures polymerization kinetics.
- Understanding the factors influencing propagation rate coefficients (kp) is crucial for polymer design.
Purpose of the Study:
- To develop accurate quantitative structure-property relationship (QSAR) models for predicting methacrylate polymerization kinetics.
- To compare the predictive capabilities of semiempirical and ab initio theoretical methods for activation energies and rate coefficients.
- To elucidate the reasons behind experimentally observed high kp values for larger methacrylate monomers.
Main Methods:
- Theoretical calculations using semiempirical (AM1-CI) and ab initio (HF, DFT) methods.
- Calculation of Gibb's free energies (ΔG‡) and activation energies (Ea).
- Development of QSAR models using charge and quantum chemical descriptors.
Main Results:
- Semiempirical AM1-CI successfully predicted relative activation energies (R² = 0.89).
- DFT methods provided more accurate absolute activation energies but less reliable relative values.
- Accurate QSAR models for kp were developed: semiempirical (R² = 0.959) and DFT (R² = 0.979).
- A second DFT model for hydrocarbon methacrylates showed high accuracy (R² = 0.979).
Conclusions:
- Both semiempirical and DFT methods can be used to model methacrylate polymerization kinetics.
- QSAR models based on quantum chemical descriptors offer a powerful tool for predicting kp.
- Theoretical analysis provides explanations for experimentally observed kinetic behaviors in methacrylate polymerization.
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