Shengyu Chen
Scholar

Shengyu Chen

Google Scholar ID: 5Mi1m7gAAAAJ
NEC Laboratories America / University of Pittsburgh
Machine LearningData MiningLLMsGenerative ModelingAI4Science
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
319
 
H-index
11
 
i10-index
11
 
Publications
20
 
Co-authors
11
list available
Contact
Emailerh108@pitt.eduCVOpen ↗LinkedInOpen ↗
Publications
12 items
Flow Learners for PDEs: Toward a Physics-to-Physics Paradigm for Scientific Computing
2026
Cited
0
PEST: Physics-Enhanced Swin Transformer for 3D Turbulence Simulation
2026
Cited
0
Learning PDE Solvers with Physics and Data: A Unifying View of Physics-Informed Neural Networks and Neural Operators
2026
Cited
1
Representation Interventions Enable Lifelong Unstructured Knowledge Control
2025
Cited
0
BrainPuzzle: Hybrid Physics and Data-Driven Reconstruction for Transcranial Ultrasound Tomography
2025
Cited
0
Geo-Aware Models for Stream Temperature Prediction across Different Spatial Regions and Scales
2025
Cited
0
Learning to Route: A Rule-Driven Agent Framework for Hybrid-Source Retrieval-Augmented Generation
2025
Cited
0
X-MethaneWet: A Cross-scale Global Wetland Methane Emission Benchmark Dataset for Advancing Science Discovery with AI
2025
Cited
0
Resume (English only)
Co-authors
11 total
Co-author 1
Co-author 1
Yiqun Xie
Yiqun Xie
University of Maryland
Peyman Givi
Peyman Givi
Professor of Mechanical Engineering and Materials Science, University of Pittsburgh
Co-author 4
Co-author 4
Alison Appling
Alison Appling
United States Geological Survey
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Zhe Jiang
Zhe Jiang
University of Florida; ACM/IEEE Senior Member