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Releases: yousuftomal/QuForge

QuForge v1.0.0

22 Feb 20:09
@yousuftomal yousuftomal
v1.0.0
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QuForge v1.0.0 Pre-release
Pre-release

QuForge v1.0.0

First official public release of QuForge, an end-to-end pipeline for fixed-frequency transmon design exploration with reliability-aware candidate ranking and conservative claim boundaries.

What’s Included

  • Physics-constrained synthetic data generation (Dataset/)
  • Surrogate modeling (Phase1_Surrogate/)
  • Geometry-physics embedding + inverse retrieval (Phase2_Embedding/, Phase3_InverseDesign/)
  • Coherence modeling with uncertainty (Phase4_Coherence/)
  • Public data canonicalization and strict mapping (Phase4_5_PublicData/)
  • Closed-loop candidate filtering and handoff artifacts (Phase5_ClosedLoop/)
  • Reliability stress testing and multi-seed evidence synthesis (Phase6_Reliability/, Phase7_Evidence/)
  • Public-facing figures synced under docs/figures/

Latest Strict Run Snapshot

  • Single-device rows: 4,142
  • Coupled-system rows: 80,000
  • Strict mapped measured rows: 5
  • Phase 5 targets/candidates/selected: 24 / 192 / 30
  • Best 10-seed reliability rank variant: hybrid_full_conf (rank_mean=1.6, top1_count=5)
  • Source-holdout MAE: T1 = 23.4065 us, T2(log10) = 1.4001

Validated Scope

  • Supported now: reliability-aware ranking/filtering, shortlist generation, robustness comparisons
  • Not yet supported: strong fabrication-ready absolute coherence claims across labs without substantially more measured calibration data

Reproducibility

  • Full command stream is documented in README.md
  • Reference local environment used in this project: Dataset/.venv310
  • Strict generation path uses Docker/WSL and Palace-backed simulation

Collaboration Request

We are actively seeking real measured transmon data collaboration from labs.

  • Contact: yousuf.tomal.0@gmail.com
  • Subject line: QuForge Collaboration - Real Measured Qubit Data - <Lab/Institution>
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