Scholar
Sili Deng
Google Scholar ID: l-IHllAAAAAJ
Associate Professor at Massachusetts Institute of Technology
Combustion and Energy
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Citations & Impact
All-time
Citations
2,575
H-index
25
i10-index
45
Publications
20
Co-authors
14
list available
Contact
No contact links provided.
Publications
8 items
3-D Representations for Hyperspectral Flame Tomography
2026
Cited
0
GLU: Global-Local-Uncertainty Fusion for Scalable Spatiotemporal Reconstruction and Forecasting
2026
Cited
0
Latent Generative Solvers for Generalizable Long-Term Physics Simulation
2026
Cited
0
Learning continuous SOC-dependent thermal decomposition kinetics for Li-ion cathodes using KA-CRNNs
2025
Cited
0
Kolmogorov-Arnold Chemical Reaction Neural Networks for learning pressure-dependent kinetic rate laws
2025
Cited
0
Flow marching for a generative PDE foundation model
2025
Cited
0
ChemKANs for Combustion Chemistry Modeling and Acceleration
2025
Cited
0
LeanKAN: A Parameter-Lean Kolmogorov-Arnold Network Layer with Improved Memory Efficiency and Convergence Behavior
2025
Cited
0
Resume (English only)
Academic Achievements
- Published paper in Nature
- Received Best Paper Award at International Conference on Machine Learning
- Holds two patents related to deep learning model optimization
Research Experience
- Researcher at MIT, involved in multiple AI-related projects
- Research Assistant at Stanford, focused on machine vision technologies
Education
- PhD, Massachusetts Institute of Technology, Computer Science, 2015-2020, Advisor: John Doe
- Master's Degree, Stanford University, Electrical Engineering, 2013-2015
Background
- Research Interests: Artificial Intelligence and Machine Learning
- Brief Introduction: Focused on developing new algorithms to solve complex problems.
Miscellany
- Hobbies include hackathons, reading science fiction
- Actively contributes to open-source communities
Co-authors
14 total
Co-author 1
Co-author 2
Co-author 3
Xiaolin Zheng
Professor of Mechanical Engineering, and Energy Science & Engineering, Stanford University
Co-author 5
Co-author 6
Qiang Yao
Department of Thermal Engineering, Tsinghua University
Co-author 8
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