Published in ICML 2024 Workshop AI4Science, 2024
This paper provides a way for intercalation-based materials design using generative inpainting method.
Recommended citation: Dai, X., Zhong, P., Deng, B., Chen, Y., Ceder, G. Inpainting crystal structure generations with score-based denoising. ICML Workshop AI4Science (2024) https://openreview.net/pdf?id=T1mIt5exUF
Published in , 2023
An open-source AI copilot for STEM Z-Contrast imaging and STEM-EELS data processing and analysis.
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Published in , 2023
How to train universal interatomic potential from scratch?
Published in Optics Express, 2023
This paper is about an unsupervised denoising method used for low-dose imaging.
Recommended citation: Yang, D., Lv, W., Zhang, J., Chen, H., Sun, X., Lv, S., Dai, X., Luo, R., Zhou, W., Shi, Y., Qiu, J. Low-dose imaging denoise with one pair of noise images. Optics Express (2023) https://www.researchgate.net/publication/370049095_Low-dose_imaging_denoising_with_one_pair_of_noisy_images
Published in , 2022
Post-processing of atomistic simulation data with GCNN and feature engineering.