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@TaN-MM-Org

TaN-MM-Org

TaN-MM-Org

Verified research software for experimental quantum, condensed-matter and high-frequency physics.

This organization is the software home of Tanvir Mahmud Mahim (Department of Electrical and Electronic Engineering, BRAC University). Each repository is the general-purpose engine distilled from a research study: the physics that outlives the paper, packaged so an experimental group can drive it with their own measured numbers.

The toolbox

Package What it does
sqzcomb Squeezed light in Kerr microcombs: from the field in the ring to the noise a detector on the output fiber reports.
cavsqueeze Cavity-mediated spin squeezing for solid-state ensembles — a quadrillion spins as cheap as a thousand — plus estimation from measured shot records.
vacspin Group-IV colour-centre spin-photon interfaces: strained spin Hamiltonians, cyclicity, Purcell budgets, exact single-shot readout.
sparq-triage Single-photon-emitter verification: exact statistics for measured HBT data, sequential tests that stop early, machine-learning triage.
absnoise Andreev-bound-state occupation noise and the sensitivity budgets of proximity Josephson detectors.
kpenvelope Six-band k·p envelope solver for wurtzite heterostructures, self-consistent with the electrostatics of the hole gas.
ramansep Strain, carrier density and temperature separated in Raman maps of 2D materials, with honest error bars.
hamop One tight-binding Hamiltonian, every observable: bands, optics, topology, transport, magnetic fields — strictly consistent.
fabtwin Learned fabrication-process twins and yield-aware inverse design of multilayer optics, with exact adjoint gradients.
fracpll Charge-pump fractional-N PLL design from measured pieces: loop stability with validity refusals, exact MASH sequences and spectra, closed-loop phase noise and jitter, lock transients on measured tuning curves.
lockkernel Exact thresholds, exponents and amplitudes of synchronization transitions from the locking kernel — and fits of measured synchronization branches with error bars.
labplan Plan, fit, and certify calibrations of any user-supplied model: Fisher planning, D-optimal designs, conformal error bars, audit-ready records. NumPy only.

Every package also carries a lab layer — plan a measurement before taking it, know how many repeats a target error bar costs, and calibrate from your own data with honest uncertainties. labplan is that pattern extracted into a standalone engine that works with any forward model you can write as a Python function.

Packages install from PyPI (pip install <name>), run on NumPy/SciPy cores, and are archived release-by-release on Zenodo with citable DOIs.

Three rules every repository follows

  1. No uncited constants. Every physical number carries its source, and parameter containers refuse to exist without a reference.
  2. No unanchored claims. Every physics statement is pinned by a test to a closed form, a published measurement, or two independent code paths — never to a stored number.
  3. Honest refusals. Outside its regime of validity, or facing an unidentifiable problem, a tool refuses with an explanation instead of returning one of many possible answers.

Support

Every repository takes questions and bug reports through its issue tracker; a docstring that left a unit or a convention unclear is treated as a documentation bug, not user error. Wrong-number reports are the most valuable issues research software can receive and are handled with priority.

Sponsor this work

Everything here is open source under Apache-2.0 and always will be. If these tools save your lab time and you would like to support their development, you can sponsor the work on Patreon — it funds the maintenance, the literature verification behind every shipped constant, and the test infrastructure that keeps the releases honest. Citing the tools in your publications (each repository carries citation metadata and a Zenodo DOI) helps just as much.

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  1. cavsqueeze cavsqueeze Public

    Beyond-mean-field cavity-mediated spin squeezing for solid-state clock-transition ensembles. Class-resolved cumulant solver with exact QuTiP/PIQS and DTWA cross-checks.

    Python

  2. fabtwin fabtwin Public

    Learned generative process twins for yield-aware inverse design of multilayer optics: exact TMM with a hand-derived adjoint, pathwise CVaR robustification through twin and physics

    Python

  3. hamop hamop Public

    One tight-binding Hamiltonian, every observable: bands, DOS, optical and Hall conductivity, topology, NEGF transport, magnetic fields and sparse solvers - every physics claim pinned to a closed-for…

    Python

  4. sparq-triage sparq-triage Public

    SPARQ: spiking physics-in-the-loop autonomous reinforcement triage of single-photon emitters. HBT histogram twin, exact master-equation references, spiking estimators and closed-loop RL.

    Python

  5. sqzcomb sqzcomb Public

    Squeezed light in Kerr microcombs: Lugiato-Lefever steady states, linearized quantum noise, and detected output spectra

    Python

  6. vacspin vacspin Public

    Group-IV colour-centre spin-photon interfaces: strained spin Hamiltonians, cyclicity, transition-resolved Purcell budgets and exact single-shot readout statistics

    Python

Repositories

Showing 10 of 13 repositories

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