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Intelligent Materials Modelling: Large Language Models Versus Partial Least Squares Regression for Predicting Polysulfone Membrane Mechanical Performance

https://doi.org/10.2139/ssrn.6573221
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/j.eurpolymj.2023.112316openalex-snapshot
Tailoring properties and applications of polysulfone membranes by chemical modification: Structure-properties-applications relationship
inferredcites →https://doi.org/10.1016/j.jiec.2024.05.028openalex-snapshot
Effects of hydrogen bond donors on PVDF membrane modification using choline chloride-based deep eutectic solvents
inferredcites →https://doi.org/10.1016/j.memsci.2022.120597openalex-snapshot
Strategy to prepare skin-free and macrovoid-free polysulfone membranes via the NIPS process
inferredcites →https://doi.org/10.1016/j.memsci.2024.123256openalex-snapshot
Machine learning for the advancement of membrane science and technology: A critical review
inferredcites →https://doi.org/10.1016/j.powtec.2018.02.051openalex-snapshot
The relationship among tensile strength, Young's modulus, and indentation hardness of pharmaceutical compacts
inferredcites →https://doi.org/10.1038/s41586-020-2649-2openalex-snapshot
Array programming with NumPy
inferredcites →https://doi.org/10.1111/j.2517-6161.1974.tb00994.xopenalex-snapshot
Cross-Validatory Choice and Assessment of Statistical Predictions
inferredcites →https://doi.org/10.1111/j.2517-6161.1995.tb02031.xopenalex-snapshot
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
inferredcites →https://doi.org/10.14716/ijtech.v14i7.6677openalex-snapshot
Effect of Coagulation Bath Composition on Cellulose-Based Polymer Electrolyte Fabricated via Non-Solvent-Induced Phase Separation Method
inferredcites →https://doi.org/10.1557/s43579-024-00587-8openalex-snapshot
A prospective on machine learning challenges, progress, and potential in polymer science
inferredcites →https://doi.org/10.2307/3001968openalex-snapshot
Individual Comparisons by Ranking Methods
inferredcites →https://doi.org/10.3390/membranes13010058openalex-snapshot
Recent Advances on the Fabrication of Antifouling Phase-Inversion Membranes by Physical Blending Modification Method
inferredcites →https://doi.org/10.3390/polym14163317openalex-snapshot
Preparation and Characterization of Polysulfone Membranes Reinforced with Cellulose Nanofibers
inferredcites →https://doi.org/10.3390/polym16243531openalex-snapshot
Effect of Promising Sustainable Nano-Reinforcements on Polysulfone/Polyvinylpyrrolidone-Based Membranes: Enhancing Mechanical Properties and Water Filtration Performance
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