Khemraj Shukla
Scholar

Khemraj Shukla

Google Scholar ID: XMWXf8sAAAAJ
Rice University
Applied MathematicsPDEMachine LearningHPC
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Citations & Impact
All-time
Citations
2,412
 
H-index
19
 
i10-index
25
 
Publications
20
 
Co-authors
12
list available
Contact
No contact links provided.
Publications
8 items
Curvature-Aware Optimization for High-Accuracy Physics-Informed Neural Networks
2026
Cited
0
Drug Release Modeling using Physics-Informed Neural Networks
2026
Cited
0
GIMLET: Generalizable and Interpretable Model Learning through Embedded Thermodynamics
2025
Cited
0
Deep Operator Neural Network Model Predictive Control
2025
Cited
0
$PINN -- a Domain Decomposition Method for Bayesian Physics-Informed Neural Networks
2025
Cited
0
Leveraging Deep Operator Networks (DeepONet) for Acoustic Full Waveform Inversion (FWI)
2025
Cited
0
Discovering Partially Known Ordinary Differential Equations: a Case Study on the Chemical Kinetics of Cellulose Degradation
2025
Cited
0
A Neural Operator-Based Emulator for Regional Shallow Water Dynamics
2025
Cited
0
Resume (English only)
Co-authors
12 total
George Em Karniadakis
George Em Karniadakis
The Charles Pitts Robinson and John Palmer Barstow Professor of Applied Mathematics and Engineering
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Ameya D. Jagtap
Ameya D. Jagtap
Assistant Professor, WPI | Brown University | TIFR-CAM | IISc
Co-author 8
Co-author 8