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Shandian Zhe

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 10:11 PM AMS

13

papers

1,091

total citations

papers (13)

Characterizing possible failure modes in physics-informed neural networks

NEURIPS 2021arXiv

Multi-Fidelity Bayesian Optimization via Deep Neural Networks

NEURIPS 2020arXiv

Batch Multi-Fidelity Active Learning with Budget Constraints

NEURIPS 2022arXiv

BayOTIDE: Bayesian Online Multivariate Time Series Imputation with Functional Decomposition

Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks

NEURIPS 2021arXiv

Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm

NEURIPS 2022arXiv

Solving High Frequency and Multi-Scale PDEs with Gaussian Processes

Streaming Factor Trajectory Learning for Temporal Tensor Decomposition

NEURIPS 2023arXiv

Infinite-Fidelity Coregionalization for Physical Simulation

NEURIPS 2022arXiv

Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes

NEURIPS 2023arXiv

Toward Efficient Kernel-Based Solvers for Nonlinear PDEs

Arbitrarily-Conditioned Multi-Functional Diffusion for Multi-Physics Emulation

Self-Adaptable Point Processes with Nonparametric Time Decays