Pairie Koh

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Papers (4)

1. When Attention Beats Fourier: Multi-Scale Transformers for PDE Solving on Irregular Domains cs.LG · 2026 · author #2
2. PI-JEPA: Label-Free Surrogate Pretraining for Coupled Multiphysics Simulation via Operator-Split Latent Prediction cs.LG · 2026 · author #2
3. Benchmarking Emergent Coordination in Large-Scale LLM Populations: An Evaluation Framework on the MoltBook Archive cs.MA · 2026 · author #2
4. From Classical to Quantum: Extending Prometheus for Unsupervised Discovery of Phase Transitions in Three Dimensions and Quantum Systems cond-mat.dis-nn · 2026 · author #3

Mentions

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Frequent Coauthors

• Brandon Yee 4 shared papers
• Jack Rodriguez 1 shared papers
• Maximilian Rutkowski 1 shared papers
• Mihir Tekal 1 shared papers
• Wilson Collins 1 shared papers