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Benchmarking OPLS-AA and OpenFF for HDI-PEG Thermoplastic Polyurethanes with Varying Soft-Segment Length
Francesco Blasina1, Tetiana Bubon1,2, Francesco Cristiano3
1Molecular Biology and Nanotechnology Laboratory (MolBNL@UniTs), Department of Engineering and Architecture (DIA), University of Trieste, Piazzale Europa 1, 34127 Trieste, Italy.
This study benchmarks atomistic simulations for thermoplastic polyurethane (TPU) properties. It finds that while both OPLS-AA and OpenFF force fields capture trends, they differ in absolute values, impacting predictions of mechanical behavior.
Area of Science:
- Materials Science
- Computational Chemistry
- Polymer Science
Background:
- Thermoplastic polyurethane (TPU) properties depend on soft-segment mobility, hard-segment interactions, and morphology.
- Accurate atomistic prediction of TPU thermal and mechanical behavior requires robust force-field benchmarking.
Purpose of the Study:
- To benchmark two force-field frameworks (OPLS-AA and OpenFF/Sage) for predicting the thermal and mechanical properties of HDI-PEG polyurethanes.
- To investigate the impact of soft-segment (PEG) molecular weight on TPU properties using experimental and simulation methods.
Main Methods:
- Combined experimental techniques: Fourier-transform infrared spectroscopy (FTIR), Differential Scanning Calorimetry (DSC), Thermogravimetric Analysis (TGA), and tensile testing.
- All-atom molecular dynamics simulations using OPLS-AA and OpenFF/Sage force fields across a range of PEG molecular weights (400-2000 g/mol).
Main Results:
- Both force fields reproduced composition-driven decreases in glass transition temperature (Tg) and density with increasing PEG molecular weight.
- OPLS-AA predicted higher absolute densities and Tg values compared to OpenFF.
- Simulations recovered composition-dependent stiffness differences, with OpenFF showing a more pronounced non-monotonic trend than OPLS-AA.
Conclusions:
- This work provides an experimental benchmark for assessing the robustness of composition-driven trends in HDI-PEG polyurethanes across different force fields.
- The study highlights which observables are sensitive to force-field choice and simulation scale in predicting TPU behavior.
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