Code, teaching and systems in production

Simulations and analysis for the Chaos, Solitons & Fractals paper. AdEx E/I networks at three levels of baseline synchrony, driven across frequency and amplitude to map Arnold tongues.

NEST · Python · Paper code

Phase oscillators on a ring, each coupled to its k nearest neighbours with distance-dependent delays. Local synchrony, phase clusters and how their number depends on the ring size.

Kuramoto · Delays

The full thesis as a reproducible build. LaTeX source, every plot and the Makefile that assembles them.

LaTeX · Make

An open computational neuroscience textbook in Persian. Numerical methods for ODEs and SDEs, signal processing and nonlinear dynamics.

Textbook · Open source

One chapter per architecture for self-learners. LeNet on MNIST first, then AlexNet through to diffusion.

PyTorch · Course

PyTorch DDP jobs on a kind cluster, scheduled by the Kubeflow Training Operator and launched from a FastAPI front end.

Kubernetes · Kubeflow · PyTorch DDP