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Data-centric Crystal Structure Identification in Atomistic Simulations

Published in , 2022

Post-processing of atomistic simulation data with GCNN and feature engineering.

Low-dose imaging denoise with one pair of noise images

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

Universal Interatomic Potential: Benchmarked with NequIP

Published in , 2023

How to train universal interatomic potential from scratch?

DeepSTEM: Copilot for STEM Z-contrast Imaging and STEM-EELS Data Processing and Analysis

Published in , 2023

An open-source AI copilot for STEM Z-Contrast imaging and STEM-EELS data processing and analysis.

Download here

Inpainting crystal structure generations with score-based denoising

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

Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

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Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

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Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

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Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

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Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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