most citedSurvey of Deep Learning and Physics-Based Approaches in Computational Wave Imaging

1 citations · 1 across the 2 of their papers we have counts for

collaborators

6 papers

cs.LG2026

Improving Full Waveform Inversion in Large Model Era

Yinan Feng, Peng Jin, Yuzhe Guo +2

Full Waveform Inversion (FWI) is a highly nonlinear and ill-posed problem that aims to recover subsurface velocity maps from surface-recorded seismic waveforms data. Existing data-…

cs.LG20261 cited

Survey of Deep Learning and Physics-Based Approaches in Computational Wave Imaging

Youzuo Lin, Shihang Feng, James Theiler +7

Computational wave imaging (CWI) extracts hidden structure and physical properties of a volume of material by analyzing wave signals that traverse that volume. Applications include…

physics.med-ph2026

OpenPros: A Large-Scale Dataset for Limited View Prostate Ultrasound Computed Tomography

Hanchen Wang, Yixuan Wu, Yinan Feng +11

Prostate cancer is one of the most prevalent and deadly cancers among men, motivating the development of accurate and accessible imaging technologies for early detection. Ultrasoun…

physics.geo-ph2026

WaveDiffusion: Joint Latent Diffusion for Physically Consistent Seismic and Velocity Generation

Yinan Feng, Hanchen Wang, Yinpeng Chen +5

Full Waveform Inversion (FWI) is a critical technique in subsurface imaging, aiming to reconstruct high-resolution subsurface properties from surface measurements. Acoustic FWI inv…

physics.geo-ph2024

DeFault: Deep-learning-based Fault Delineation Using the IBDP Passive Seismic Data at the Decatur CO2 Storage Site

Hanchen Wang, Yinpeng Chen, Tariq Alkhalifah +3

The carbon capture, utilization, and storage (CCUS) framework is an essential component in reducing greenhouse gas emissions, with its success hinging on the comprehensive knowledg…

cs.LG2024

On a Hidden Property in Computational Imaging

Yinan Feng, Yinpeng Chen, Yueh Lee +1

Computational imaging plays a vital role in various scientific and medical applications, such as Full Waveform Inversion (FWI), Computed Tomography (CT), and Electromagnetic (EM) i…