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12322116

Funded outputs count: 13
Funder award ID: 12322116
OpenAlex ID: G1575459986
Learning Informative Prior with Infinite-Dimensional Continuous Normalizing Flow for Bayesian Inverse Problem
2026 · Zhao, Yang, Jia, Junxiong, et al. · arXiv (Cornell University)
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Posterior Consistency for Recovering Initial States in Nonlinear Subdiffusion Equations
2026 · Lu, Haoyu, Zu, Shaokang, et al. · arXiv (Cornell University)
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Consistency of variational inference for Besov priors in non-linear inverse problems
2026 · Shaokang Zu, Junxiong Jia, et al. · Inverse Problems
Stochastic Gradient Descent Based Variational Inference for Infinite-Dimensional Inverse Problems
2026 · Jiaming Sui, Junxiong Jia, et al. · Communications on Applied Mathematics and Computation
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Nonparametric Prior Learning in Differential Equation Modeling
2026 · Junxiong Jia, Deyu Meng, et al. · Journal of the American Statistical Association
STA-Fault3D: A Lightweight 3D Seismic Fault Detection Network Based on Spatial–Temporal Asymmetric Convolution Set
2025 · Longjiang Zou, Junxiong Jia, et al. · Applied Sciences · 1
Seismic data reconstruction via an adaptive feature fusion network
2025 · Yuting Mu, Changpeng Wang, et al. · Engineering Applications of Artificial Intelligence · 3
LightUNetFault3D: A Lightweight U-Net for 3-D Seismic Fault Detection
2025 · Yide Yang, Bo Li, et al. · IEEE Geoscience and Remote Sensing Letters · 2
Functional normalizing flow for statistical inverse problems of partial differential equations
2024 · Zhao, Yang, Lu, Haoyu, et al. · arXiv (Cornell University)
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Simultaneous uniqueness identification of the fractional order and diffusion coefficient in a time-fractional diffusion equation
2024 · Xiaohua Jing, Junxiong Jia, et al. · Applied Mathematics Letters · 4
Consistency of Variational Inference for Nonlinear Inverse Problems of Partial Differential Equations
2024 · Zu, Shaokang, Jia, Junxiong, et al. · arXiv (Cornell University)
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PINN-Based Seismic Wavefield Simulation With Learnable Multiscale Fourier Feature Mapping and Adaptive Activation Function
2024 · Jialin Wu, Bangyu Wu, et al. · IEEE Geoscience and Remote Sensing Letters · 7
Non-centered parametric variational Bayes’ approach for hierarchical inverse problems of partial differential equations
2023 · Jiaming Sui, Junxiong Jia · Mathematics of Computation · 4
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