Scholar

Pu Ren

Google Scholar ID: FiuAyGwAAAAJ

Lawrence Berkeley National Lab, Northeastern University

Machine LearningAI for Science

Homepage↗Google Scholar↗

Citations & Impact

All-time

Citations

910

H-index

13

i10-index

13

Publications

20

Co-authors

0

Contact

No contact links provided.

Publications

10 items

Unveiling Multi-regime Patterns in SciML: Distinct Failure Modes and Regime-specific Optimization

2026

Cited

0

Iterative Refinement Neural Operators are Learned Fixed-Point Solvers: A Principled Approach to Spectral Bias Mitigation

2026

Cited

0

Learning, Solving and Optimizing PDEs with TensorGalerkin: an efficient high-performance Galerkin assembly algorithm

2026

Cited

0

Modeling Non-Ergodic Path Effects Using Conditional Generative Model for Fourier Amplitude Spectra

2025

Cited

0

HPC-Driven Modeling with ML-Based Surrogates for Magnon-Photon Dynamics in Hybrid Quantum Systems

2025

Cited

0

Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction

2024

Cited

0

WaveCastNet: An AI-enabled Wavefield Forecasting Framework for Earthquake Early Warning

arXiv.org · 2024

Cited

2

Reasoning-Enhanced Object-Centric Learning for Videos

arXiv.org · 2024

Cited

1

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)