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Accelerating Sustainable Epoxy Resin Development Through Bayesian Optimization and Inverse Design

open access: yesJournal of Applied Polymer Science, Volume 143, Issue 37, October 5, 2026.
Development of a machine learning framework for the optimization of the Tg of partially bio‐based epoxy resin formulations in a 13‐component design space using Bayesian optimization, active learning, random design, and inverse design. The results show that the BO effectively navigates high‐dimensional formulation spaces, and the final ML model could ...
Natalie Wunder   +3 more
wiley   +1 more source

A Systematic Intelligent Optimization Framework for a Sustained-Release Formulation Design. [PDF]

open access: yesPharmaceutics
Qiao Y   +9 more
europepmc   +1 more source
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Finite Iterative Forecasting Model Based on Fractional Generalized Pareto Motion

Fractal and Fractional, 2022
Song Wanqing, Enrico Zio, Zio Enrico
exaly  

Risk Analysis via Generalized Pareto Distributions

Journal of Business and Economic Statistics, 2022
Zifeng Zhao, Liang Peng, Dabao Zhang
exaly  

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