High-accuracy cloud point engineering via machine-learning ... ipynb files. Paper: Machine Learning Enables Polymer Cloud-Point Engineering via Inverse Design ...

Second, we demonstrate inverse design using the trained algorithm and particle swarm optimization, predicting 17 polymer structures from userdefined cloud ...

Feb 28, 2022 · Machine learning enables polymer cloud-point engineering via inverse design. npj Comput. Mater. 2019;5:537–544. doi: 10.1038/s41524-019-0209 ...

Machine learning enables polymer cloud-point engineering via inverse design. JN Kumar, Q Li, KYT Tang, T Buonassisi, AL Gonzalez-Oyarce, J Ye. npj Computational ...

May 12, 2022 · ... machine-learning methods and data-driven ... enables polymer cloud-point engineering via inverse design,” npj Computational Materials, vol.

Jul 12, 2019 · ... polymer design and phase transitions with ML. Machine learning ...

Apr 16, 2024 · ... polymer solution cloud point. 4, Material ... Inverse molecular design using machine learning: Generative models for matter engineering.

Aug 10, 2023 · Machine learning enables polymer cloud-point engineering via inverse design. npj Comput. Mater.5, 10.1038/s41524-019-0209-9 (2019). 80 ...

Machine Learning Enables Polymer Cloud-Point Engineering via Inverse Design · Spectral Deep Learning for Prediction and Prospective Validation of Functional ...

... enable inverse design that is capable of designing polymers based on ... Ye: Machine Learning Enables Polymer Cloud-Point Engineering via. Inverse ...