Scholar
Emil Constantinescu
Google Scholar ID: aPLUgCMAAAAJ
Scientist, Argonne National Laboratory
time stepping for PDES
UQ
machine learning
data assimilation
inverse problems
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Citations & Impact
All-time
Citations
3,016
H-index
25
i10-index
49
Publications
20
Co-authors
0
Publications
6 items
A Function-Space Dichotomy for Compositional Learning: Exponential Sub-Optimality of the Neural Tangent Kernel
2026
Cited
0
Disentangled Deep Priors for Bayesian Inverse Problems
2026
Cited
0
Uncovering Physical Drivers of Dark Matter Halo Structures with Auxiliary-Variable-Guided Generative Models
2026
Cited
0
Distributional Sensitivity Analysis: Enabling Differentiability in Sample-Based Inference
2025
Cited
0
Enhancing Interpretability in Generative Modeling: Statistically Disentangled Latent Spaces Guided by Generative Factors in Scientific Datasets
2025
Cited
0
Improving the Predictability of the Madden-Julian Oscillation at Subseasonal Scales with Gaussian Process Models
2025
Cited
0
