Shiheng Zhang
Physics and Astronomy · Purdue University West Lafayette
Publications
50
Citations
304
Est. group size
~1
Recurring co-author estimate
Active years
25
Publishing since 2002
Shiheng Zhang works on numerical and computational methods for kinetic and partial differential equation (PDE) systems, such as low-rank approximation techniques for simulating plasma and gas dynamics (e.g., the Vlasov-Poisson-Fokker-Planck and Boltzmann equations). Related work extends these mathematical tools to machine learning topics, including generative models (diffusion and flow-matching samplers), neural network methods for solving PDEs, and applications in multi-agent robotic control and remote sensing image analysis. The publication record spans applied mathematics, control systems, and machine learning venues, suggesting a broad, methods-oriented research portfolio.
Publication output has grown substantially over the last decade, rising from occasional single papers before 2021 to a sharp increase from 2022 onward, with the highest counts in 2025 and 2026.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Guidance Breaks the Fitted Operator: A Terminal-Fitted Repair for Classifier-Free Guidance
arXiv (Cornell University) · 2026
- Guidance Breaks the Fitted Operator: A Terminal-Fitted Repair for Classifier-Free Guidance
arXiv (Cornell University) · 2026
- Asymptotic Preservation and Uniform Accuracy of Diffusion and Flow-Matching Samplers
arXiv (Cornell University) · 2026
- Asymptotic Preservation and Uniform Accuracy of Diffusion and Flow-Matching Samplers
arXiv (Cornell University) · 2026
- Distributed Resilient Consensus of Multi-Agent Systems Against Adaptive Adversaries via Repeated Stackelberg Security Games
IEEE Control Systems Letters · 2026
- Scalar-Tracking SAV Schemes with Pullback Corrections for Gradient Flows
arXiv (Cornell University) · 2026
- Scalar-Tracking SAV Schemes with Pullback Corrections for Gradient Flows
arXiv (Cornell University) · 2026
- Temporal logic guided coverage control and path planning for unmanned aerial–ground vehicle systems
Nonlinear Analysis Hybrid Systems · 2026
- Planner-Admissible Graph-PDE Value Extensions for Sparse Goal-Conditioned Planning
arXiv (Cornell University) · 2026
- Planner-Admissible Graph-PDE Value Extensions for Sparse Goal-Conditioned Planning
arXiv (Cornell University) · 2026
- A separable and asymptotic-preserving dynamical low-rank method for the Vlasov--Poisson--Fokker--Planck System
Springer Link (Chiba Institute of Technology) · 2026
- A separable and asymptotic-preserving dynamical low-rank method for the Vlasov--Poisson--Fokker--Planck System
ESAIM Mathematical Modelling and Numerical Analysis · 2026
- EGFR-Net: Hierarchical Edge-Guided Representation Learning for Underwater Object Detection
SSRN Electronic Journal · 2026
- Low-Rank Adaptation of Evolutionary Deep Neural Networks for Scalable Learning of Time-Dependent PDE Systems
SSRN Electronic Journal · 2026
- A separable and asymptotic-preserving dynamical low-rank method for the Vlasov-Poisson-Fokker-Planck system
arXiv (Cornell University) · 2026
- arXiv (Cornell University)×15
- SSRN Electronic Journal×3
- Journal of Computational Physics×2
- Frontiers in Pharmacology×2
- IEEE Control Systems Letters×2
- Guang Lin
Physics and Astronomy · Purdue University West Lafayette
- Xiao Wang
Physics and Astronomy · Purdue University West Lafayette
- Debdipta Goswami
Physics and Astronomy · The Ohio State University
- Sean Current
Physics and Astronomy · The Ohio State University
- Yuezhu Xu
Physics and Astronomy · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
Claim or correct this profile