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David Zoro

2 accepted papers

2026

The Seismic Wavefield Common Task Framework

ICLR 2026poster

Seismology faces fundamental challenges in state forecasting and reconstruction (e.g., earthquake early warning and ground motion prediction) and managing the parametric variability of source locations, mechanisms, and Earth models (e.g., subsurface structure and topography effects). Addressing thes…

Cited by 0SourceScholar
2025

Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms

NeurIPS 2025poster

Machine learning (ML) is transforming modeling and control in the physical, engineering, and biological sciences. However, rapid development has outpaced the creation of standardized, objective benchmarks—leading to weak baselines, reporting bias, and inconsistent evaluations across methods. This un…

Cited by 0SourceScholar