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1. QuantDynam QuantDynam Public

   Certified neural-quantum-state real-time dynamics of 3+1D compact U(1) lattice gauge theory: dynamical quantum phase transitions, flux-loop spectroscopy, Fisher-zero scaling, and exact-diagonalizat…

   Python

2. WeakPINN WeakPINN Public

   Weak-form physics-informed learning for noisy scientific image dynamics - Flare-PINN (solar) + FRAP (microscopy).

   Python

3. spatial-delay-rnn spatial-delay-rnn Public

   Spatially-embedded delay-coupled RNNs - a conduction-time wiring economy, its allocation law, and recovering conduction velocity from activity.

   Python

4. 7-day-landslide-forecasting 7-day-landslide-forecasting Public

   Seven-day landslide forecasting from PCA-derived InSAR + GPM rainfall with a Random Forest classifier - Palos Verdes Peninsula. Accepted at Earth Systems and Environment (DOI: 10.1007/s41748-026-01…

   Python

5. 2.5CNN 2.5CNN Public

   2.5 CNN: leverage 2D CNNs to pretrain 3D models for low-data COVID-19 CT diagnosis. Official code for Electronics (MDPI) 2025, 14(13):2571.

   Python

6. committor-emergence committor-emergence Public

   A committor coordinate that forecasts and steers the emergence of capabilities during neural-network training, validated across five systems and released models.

   Python