Xinquan Huang

PhD Students

PhD Student

Alumni

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