Xinquan Huang

PhD Students

PhD Student

Current

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Research Interests

ML, specifically in neural representations, Medical imaging, and FWI.

Selected Publications

X. Huang and T. Alkhalifah, "Single Reference Frequency Loss for Multifrequency Wavefield Representation Using Physics-Informed Neural Networks", IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022, Art no. 3007105, doi: 10.1109/LGRS.2022.3176867.

X. Huang and T. Alkhalifah, (2022). "PINNup: Robust neural network wavefield solutions using frequency upscaling and neuron splitting." Journal of Geophysical Research: Solid Earth, 127, e2021JB023703. https://doi.org/10.1029/2021JB023703

Professional Profile

 

Scientific and Professional Membership