Asahi Kasei Corporation and blueqat Inc. have published a paper on the quantum machine learning model for predicting polymer properties, verified on the IonQ quantum computer.

blueqat Inc. and Asahi Kasei Corporation published a paper in Nature's Scientific Reports in 2022.

Noise-robust optimization of quantum machine learning models for polymer properties using a simulator and validated on the IonQ quantum computer

Yuki Ishiyama, Ryutaro Nagai, Shunsuke Mieda, Yuki Takei, Yuichiro Minato & Yutaka Natsume

https://www.nature.com/articles/s41598-022-22940-4

In quantum gate-based quantum computers, we propose a noise-resilient quantum machine learning model, which has been verified on IonQ's quantum computer. The quantum circuit utilizes a MERA structure derived from tensor networks.