Scholar
Jiachen Guo
Google Scholar ID: 6-xLkbQAAAAJ
Northwestern University
Citations & Impact
Citations
330
H-index
10
i10-index
11
Publications
20
Co-authors
8
list available
Publications
Resume (English only)
Academic Achievements
- Published 'Data-driven discovery of dimensionless numbers and governing laws from scarce measurements' in Nature Communications (2022).
- Published 'Tensor-decomposition-based A Priori Surrogate (TAPS) modeling for ultra large-scale simulations' in Computer Methods in Applied Mechanics and Engineering (2025).
- Posted 'Large language model-empowered next-generation computer-aided engineering' on arXiv (2025).
- Presented 'Interpolation Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems' at the International Conference on Machine Learning (2025).
- Published 'Interpolating neural network: A novel unification of machine learning and interpolation theory' in Nature Communications (2025).
