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<\Running LIke Clockwork>
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<\Running LIke Clockwork>
8 followers · 16 following

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Achievement: Pull Shark

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Achievement: Pull Shark

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aqibrahimbt/README.md

By day, I am a postdoctoral researcher at DESY Hamburg, working on neural operator theory, spectral methods, and sparsity-driven representations 🧠📐. By night, I build small tools and side projects—sometimes useful, sometimes unnecessary, usually interesting 🌙🛠️

Projects

  • FlowSpeak 🗣️🌱 — A companion app for building speaking confidence for people who stutter. Based on a structured year-long program combining breathing exercises, speech practice, reading sessions, mindfulness, and real-world challenges.
  • Circulate Book Swap (iOS & Android) 📚🌍 — A book-swapping platform that lets readers exchange physical books and follow each book’s journey as it passes from hand to hand.
  • Repro Audit 🔍📄 — A deterministic reproducibility auditor for academic papers and codebases. It statically analyzes papers and repositories to surface missing seeds, undocumented hyperparameters, data leakage risks, and environment gaps.

About Me: https://aqibrahimbt.github.io/

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  1. parareal_orchestra parareal_orchestra Public

    A physics-agnostic orchestration layer for the Parareal algorithm, with a PINN + Crank–Nicolson reference workflow, designed to accept any coarse or fine propagator (numerical or ML surrogate) and …

    Python

  2. repro_audit repro_audit Public

    A deterministic reproducibility auditor for academic papers and codebases. It statically analyzes papers and repositories and shows missing seeds, undocumented hyperparameters, data leakage risks, …

    Python

  3. space_time_parareal space_time_parareal Public

    Space–time Parareal workflow for the multi-asset Black–Scholes equation by combining dask-based spatial parallelism with a learned Physics-Informed Neural Operator (PINO) coarse propagator.

    Python

  4. parareal_pinn parareal_pinn Public

    Parareal with a Physics Informed neural Operator as Coarse Propagator

    Python

  5. convectiondiffusionequation convectiondiffusionequation Public

    Boundary layer enriched Hybrid DiscontinuousGalerkin Methods for Convection dominated flow

    Python