Siddhant Kumar
Scholar

Siddhant Kumar

Google Scholar ID: PkDhzcsAAAAJ
Doctoral student, University of Canterbury
BiochemistryProtein misfoldingNeurodegeneration
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Citations & Impact
All-time
Citations
29
 
H-index
3
 
i10-index
1
 
Publications
7
 
Co-authors
0
 
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Publications
12 items
Data-efficient continuous conditional denoising diffusion model for microstructure generation
2026
Cited
0
CANN-EUCLID: unsupervised constitutive artificial neural network model discovery from full-field data
2026
Cited
0
Local learning for stable backpropagation-free neural network training towards physical learning
2026
Cited
0
Longitudinal Vestibular Schwannoma Dataset with Consensus-based Human-in-the-loop Annotations
2025
Cited
0
Unsupervised full-field Bayesian inference of orthotropic hyperelasticity from a single biaxial test: a myocardial case study
2025
Cited
0
COMMET: orders-of-magnitude speed-up in finite element method via batch-vectorized neural constitutive updates
2025
Cited
0
Hetero-EUCLID: Interpretable model discovery for heterogeneous hyperelastic materials using stress-unsupervised learning
2025
Cited
0
DiffuMeta: Algebraic Language Models for Inverse Design of Metamaterials via Diffusion Transformers
2025
Cited
0
Resume (English only)
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Co-authors: 0 (list not available)