45 citations · 46 across the 2 of their papers we have counts for
2 papers
cs.LG2026★ 1 cited
Sensoformer: Robust Sim-to-Real Inference on Variable-Geometry Sensor Sets via Physics-Structured Randomization
Zhe Jia, Xiaotian Zhang, Junpeng Li
Inferring high-dimensional physical states from sparse, ad-hoc sensor arrays is a fundamental challenge across AI for Science and industrial IoT. Standard machine learning architec…
cs.LG2020★ 45 cited
Extracting dispersion curves from ambient noise correlations using deep learning
Xiaotian Zhang, Zhe Jia, Zachary E. Ross +1
We present a machine-learning approach to classifying the phases of surface wave dispersion curves. Standard FTAN analysis of surfaces observed on an array of receivers is converte…