{
  "schema": "semiagora.knowledge-sim-result.v1",
  "experimentId": "KNOWLEDGE_SIM_SPRINT_2026-08-14",
  "generatedAtKst": "2026-08-14",
  "sections": [
    "Explore",
    "Run Card",
    "Export",
    "Methods",
    "Limits",
    "Evidence"
  ],
  "boundary": [
    "precomputed educational data only",
    "no live solver or server-side execution",
    "no proprietary PDK, foundry model deck, measured company data, or process recipe",
    "no equipment operation instructions or production qualification claims",
    "external literature and repositories are cited as source spines, not copied"
  ],
  "simulationId": "SA-MEM-RERAM-001",
  "slug": "reram-set-reset-variability-read-window",
  "title": "ReRAM set/reset variability and read-window replay",
  "track": "Memory School / ReRAM",
  "lessonRoute": "/learn/emerging-memory",
  "simulationRoute": "/simulations/reram-set-reset-variability-read-window",
  "promotionPriority": "P0",
  "modelType": "toy resistance-state distribution replay",
  "sourceLinks": [
    "https://pmc.ncbi.nlm.nih.gov/articles/PMC7176808/",
    "https://pubs.aip.org/aip/apm/article/11/9/090701/2909724/A-review-on-device-requirements-of-resistive",
    "https://github.com/fgr1986/vlsi_memristor_compact_model",
    "https://nano.stanford.edu/downloads/stanford-rram-model"
  ],
  "knobs": [
    {
      "name": "compliance_ua",
      "unit": "uA",
      "values": [
        20,
        50,
        100
      ]
    },
    {
      "name": "cycles_k",
      "unit": "k cycles",
      "values": [
        1,
        100,
        1000
      ]
    },
    {
      "name": "ambient_c",
      "unit": "C",
      "values": [
        25,
        85
      ]
    },
    {
      "name": "selector_on_off",
      "unit": "ratio",
      "values": [
        100,
        1000,
        10000
      ]
    }
  ],
  "metrics": [
    "lrs_kohm_proxy",
    "hrs_kohm_proxy",
    "window_decades",
    "overlap_pct_proxy",
    "read_sense_margin_mv_proxy"
  ],
  "limitations": [
    "No filament PDE, material defect chemistry, or Verilog-A model is embedded.",
    "State overlap is an educational distribution proxy.",
    "Any external compact model must be license-reviewed before public bundling."
  ],
  "counts": {
    "rows": 54,
    "knobs": 4,
    "metrics": 5
  },
  "representativeFindings": [
    "ReRAM teaching should center on window, variability, selector leakage, and cycling rather than one ideal I-V curve.",
    "Selector on/off ratio is a good public-safe knob because it teaches array limits without publishing a proprietary cell stack.",
    "This fills the strongest gap left after the v63 emerging-memory read-margin overview."
  ],
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