{ "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-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "title": "PCM SET/RESET pulse and resistance-drift replay", "track": "Memory School / PCM", "lessonRoute": "/learn/emerging-memory", "simulationRoute": "/simulations/pcm-set-reset-drift-read-margin", "promotionPriority": "P0", "modelType": "toy pulse-window and drift-margin replay", "sourceLinks": [ "https://www.sciencedirect.com/science/article/pii/S1369702120302601", "https://pmc.ncbi.nlm.nih.gov/articles/PMC12196659/" ], "knobs": [ { "name": "reset_energy_pj", "unit": "pJ", "values": [ 35, 55, 75 ] }, { "name": "set_duration_ns", "unit": "ns", "values": [ 80, 180, 360 ] }, { "name": "ambient_c", "unit": "C", "values": [ 25, 85 ] }, { "name": "retention_hours", "unit": "h", "values": [ 1, 1000, 100000 ] } ], "metrics": [ "r_set_kohm", "r_reset_aged_kohm", "resistance_window_ratio", "read_margin_mv_proxy", "retention_risk_score" ], "limitations": [ "No material stack or heater geometry is modeled.", "The drift coefficient is a normalized teaching proxy, not a calibrated PCM law.", "Use for margin vocabulary, not array design signoff." ], "counts": { "rows": 54, "knobs": 4, "metrics": 5 }, "representativeFindings": [ "Higher reset-energy proxy increases initial window but also raises drift and spread risk.", "Long retention stress is the most useful teaching axis because it converts a big fresh window into a margin-management problem.", "This should become the missing PCM counterpart to the already-live MRAM, FeFET, and emerging-memory cards." ], "rows": [ { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 80, "ambient_c": 25, "retention_hours": 1, "amorphous_fraction_proxy": 0.5333, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 41.315, "r_reset_aged_kohm": 579.333, "resistance_window_ratio": 14.022, "drift_coefficient_proxy": 0.059, "sigma_pct_proxy": 16.6, "read_margin_mv_proxy": 161, "retention_risk_score": 56.215, "band": "watch-drift" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 80, "ambient_c": 25, "retention_hours": 1000, "amorphous_fraction_proxy": 0.5333, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 41.315, "r_reset_aged_kohm": 641.473, "resistance_window_ratio": 15.526, "drift_coefficient_proxy": 0.059, "sigma_pct_proxy": 22.6, "read_margin_mv_proxy": 137.735, "retention_risk_score": 67.523, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 80, "ambient_c": 25, "retention_hours": 100000, "amorphous_fraction_proxy": 0.5333, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 41.315, "r_reset_aged_kohm": 686.56, "resistance_window_ratio": 16.618, "drift_coefficient_proxy": 0.059, "sigma_pct_proxy": 26.6, "read_margin_mv_proxy": 122.225, "retention_risk_score": 75.062, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 80, "ambient_c": 85, "retention_hours": 1, "amorphous_fraction_proxy": 0.5333, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 43.415, "r_reset_aged_kohm": 579.333, "resistance_window_ratio": 13.344, "drift_coefficient_proxy": 0.071, "sigma_pct_proxy": 16.6, "read_margin_mv_proxy": 156.263, "retention_risk_score": 67.607, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 80, "ambient_c": 85, "retention_hours": 1000, "amorphous_fraction_proxy": 0.5333, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 43.415, "r_reset_aged_kohm": 654.905, "resistance_window_ratio": 15.085, "drift_coefficient_proxy": 0.071, "sigma_pct_proxy": 22.6, "read_margin_mv_proxy": 134.978, "retention_risk_score": 78.668, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 80, "ambient_c": 85, "retention_hours": 100000, "amorphous_fraction_proxy": 0.5333, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 43.415, "r_reset_aged_kohm": 710.687, "resistance_window_ratio": 16.369, "drift_coefficient_proxy": 0.071, "sigma_pct_proxy": 26.6, "read_margin_mv_proxy": 120.788, "retention_risk_score": 86.042, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 180, "ambient_c": 25, "retention_hours": 1, "amorphous_fraction_proxy": 0.45, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 34.585, "r_reset_aged_kohm": 536, "resistance_window_ratio": 15.498, "drift_coefficient_proxy": 0.0553, "sigma_pct_proxy": 15.1, "read_margin_mv_proxy": 178.812, "retention_risk_score": 48.513, "band": "watch-drift" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 180, "ambient_c": 25, "retention_hours": 1000, "amorphous_fraction_proxy": 0.45, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 34.585, "r_reset_aged_kohm": 589.661, "resistance_window_ratio": 17.05, "drift_coefficient_proxy": 0.0553, "sigma_pct_proxy": 21.1, "read_margin_mv_proxy": 154.928, "retention_risk_score": 59.899, "band": "watch-drift" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 180, "ambient_c": 25, "retention_hours": 100000, "amorphous_fraction_proxy": 0.45, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 34.585, "r_reset_aged_kohm": 628.387, "resistance_window_ratio": 18.17, "drift_coefficient_proxy": 0.0553, "sigma_pct_proxy": 25.1, "read_margin_mv_proxy": 139.006, "retention_risk_score": 67.489, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 180, "ambient_c": 85, "retention_hours": 1, "amorphous_fraction_proxy": 0.45, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 36.685, "r_reset_aged_kohm": 536, "resistance_window_ratio": 14.611, "drift_coefficient_proxy": 0.0673, "sigma_pct_proxy": 15.1, "read_margin_mv_proxy": 173.18, "retention_risk_score": 60.018, "band": "watch-drift" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 180, "ambient_c": 85, "retention_hours": 1000, "amorphous_fraction_proxy": 0.45, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 36.685, "r_reset_aged_kohm": 602.008, "resistance_window_ratio": 16.41, "drift_coefficient_proxy": 0.0673, "sigma_pct_proxy": 21.1, "read_margin_mv_proxy": 151.276, "retention_risk_score": 71.155, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 180, "ambient_c": 85, "retention_hours": 100000, "amorphous_fraction_proxy": 0.45, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 36.685, "r_reset_aged_kohm": 650.47, "resistance_window_ratio": 17.731, "drift_coefficient_proxy": 0.0673, "sigma_pct_proxy": 25.1, "read_margin_mv_proxy": 136.674, "retention_risk_score": 78.581, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 360, "ambient_c": 25, "retention_hours": 1, "amorphous_fraction_proxy": 0.3, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 22.469, "r_reset_aged_kohm": 458, "resistance_window_ratio": 20.383, "drift_coefficient_proxy": 0.0485, "sigma_pct_proxy": 12.4, "read_margin_mv_proxy": 219.841, "retention_risk_score": 33.53, "band": "teaching-safe" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 360, "ambient_c": 25, "retention_hours": 1000, "amorphous_fraction_proxy": 0.3, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 22.469, "r_reset_aged_kohm": 498.013, "resistance_window_ratio": 22.164, "drift_coefficient_proxy": 0.0485, "sigma_pct_proxy": 18.4, "read_margin_mv_proxy": 194.844, "retention_risk_score": 45.055, "band": "watch-drift" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 360, "ambient_c": 25, "retention_hours": 100000, "amorphous_fraction_proxy": 0.3, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 22.469, "r_reset_aged_kohm": 526.612, "resistance_window_ratio": 23.437, "drift_coefficient_proxy": 0.0485, "sigma_pct_proxy": 22.4, "read_margin_mv_proxy": 178.179, "retention_risk_score": 52.738, "band": "watch-drift" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 360, "ambient_c": 85, "retention_hours": 1, "amorphous_fraction_proxy": 0.3, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 24.569, "r_reset_aged_kohm": 458, "resistance_window_ratio": 18.641, "drift_coefficient_proxy": 0.0605, "sigma_pct_proxy": 12.4, "read_margin_mv_proxy": 211.304, "retention_risk_score": 45.397, "band": "watch-drift" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 360, "ambient_c": 85, "retention_hours": 1000, "amorphous_fraction_proxy": 0.3, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 24.569, "r_reset_aged_kohm": 508.441, "resistance_window_ratio": 20.694, "drift_coefficient_proxy": 0.0605, "sigma_pct_proxy": 18.4, "read_margin_mv_proxy": 188.287, "retention_risk_score": 56.674, "band": "watch-drift" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 35, "set_duration_ns": 360, "ambient_c": 85, "retention_hours": 100000, "amorphous_fraction_proxy": 0.3, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 24.569, "r_reset_aged_kohm": 545.118, "resistance_window_ratio": 22.187, "drift_coefficient_proxy": 0.0605, "sigma_pct_proxy": 22.4, "read_margin_mv_proxy": 172.942, "retention_risk_score": 64.192, "band": "watch-drift" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 80, "ambient_c": 25, "retention_hours": 1, "amorphous_fraction_proxy": 0.7333, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 41.315, "r_reset_aged_kohm": 707.333, "resistance_window_ratio": 17.12, "drift_coefficient_proxy": 0.068, "sigma_pct_proxy": 20.2, "read_margin_mv_proxy": 160.273, "retention_risk_score": 69.446, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 80, "ambient_c": 25, "retention_hours": 1000, "amorphous_fraction_proxy": 0.7333, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 41.315, "r_reset_aged_kohm": 795.471, "resistance_window_ratio": 19.254, "drift_coefficient_proxy": 0.068, "sigma_pct_proxy": 26.2, "read_margin_mv_proxy": 138.493, "retention_risk_score": 80.568, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 80, "ambient_c": 25, "retention_hours": 100000, "amorphous_fraction_proxy": 0.7333, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 41.315, "r_reset_aged_kohm": 860.249, "resistance_window_ratio": 20.822, "drift_coefficient_proxy": 0.068, "sigma_pct_proxy": 30.2, "read_margin_mv_proxy": 123.973, "retention_risk_score": 87.983, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 80, "ambient_c": 85, "retention_hours": 1, "amorphous_fraction_proxy": 0.7333, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 43.415, "r_reset_aged_kohm": 707.333, "resistance_window_ratio": 16.292, "drift_coefficient_proxy": 0.08, "sigma_pct_proxy": 20.2, "read_margin_mv_proxy": 155.536, "retention_risk_score": 80.838, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 80, "ambient_c": 85, "retention_hours": 1000, "amorphous_fraction_proxy": 0.7333, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 43.415, "r_reset_aged_kohm": 812.127, "resistance_window_ratio": 18.706, "drift_coefficient_proxy": 0.08, "sigma_pct_proxy": 26.2, "read_margin_mv_proxy": 135.736, "retention_risk_score": 91.713, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 80, "ambient_c": 85, "retention_hours": 100000, "amorphous_fraction_proxy": 0.7333, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 43.415, "r_reset_aged_kohm": 890.48, "resistance_window_ratio": 20.511, "drift_coefficient_proxy": 0.08, "sigma_pct_proxy": 30.2, "read_margin_mv_proxy": 122.536, "retention_risk_score": 98.963, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 180, "ambient_c": 25, "retention_hours": 1, "amorphous_fraction_proxy": 0.65, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 34.585, "r_reset_aged_kohm": 664, "resistance_window_ratio": 19.199, "drift_coefficient_proxy": 0.0643, "sigma_pct_proxy": 18.7, "read_margin_mv_proxy": 179.473, "retention_risk_score": 61.571, "band": "watch-drift" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 180, "ambient_c": 25, "retention_hours": 1000, "amorphous_fraction_proxy": 0.65, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 34.585, "r_reset_aged_kohm": 741.917, "resistance_window_ratio": 21.452, "drift_coefficient_proxy": 0.0643, "sigma_pct_proxy": 24.7, "read_margin_mv_proxy": 157.074, "retention_risk_score": 72.771, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 180, "ambient_c": 25, "retention_hours": 100000, "amorphous_fraction_proxy": 0.65, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 34.585, "r_reset_aged_kohm": 798.878, "resistance_window_ratio": 23.099, "drift_coefficient_proxy": 0.0643, "sigma_pct_proxy": 28.7, "read_margin_mv_proxy": 142.141, "retention_risk_score": 80.237, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 180, "ambient_c": 85, "retention_hours": 1, "amorphous_fraction_proxy": 0.65, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 36.685, "r_reset_aged_kohm": 664, "resistance_window_ratio": 18.1, "drift_coefficient_proxy": 0.0762, "sigma_pct_proxy": 18.7, "read_margin_mv_proxy": 173.841, "retention_risk_score": 73.075, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 180, "ambient_c": 85, "retention_hours": 1000, "amorphous_fraction_proxy": 0.65, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 36.685, "r_reset_aged_kohm": 757.453, "resistance_window_ratio": 20.648, "drift_coefficient_proxy": 0.0762, "sigma_pct_proxy": 24.7, "read_margin_mv_proxy": 153.422, "retention_risk_score": 84.027, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 180, "ambient_c": 85, "retention_hours": 100000, "amorphous_fraction_proxy": 0.65, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 36.685, "r_reset_aged_kohm": 826.953, "resistance_window_ratio": 22.542, "drift_coefficient_proxy": 0.0762, "sigma_pct_proxy": 28.7, "read_margin_mv_proxy": 139.809, "retention_risk_score": 91.329, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 360, "ambient_c": 25, "retention_hours": 1, "amorphous_fraction_proxy": 0.5, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 22.469, "r_reset_aged_kohm": 586, "resistance_window_ratio": 26.08, "drift_coefficient_proxy": 0.0575, "sigma_pct_proxy": 16, "read_margin_mv_proxy": 223.588, "retention_risk_score": 46.201, "band": "watch-drift" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 360, "ambient_c": 25, "retention_hours": 1000, "amorphous_fraction_proxy": 0.5, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 22.469, "r_reset_aged_kohm": 647.176, "resistance_window_ratio": 28.803, "drift_coefficient_proxy": 0.0575, "sigma_pct_proxy": 22, "read_margin_mv_proxy": 200.076, "retention_risk_score": 57.541, "band": "watch-drift" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 360, "ambient_c": 25, "retention_hours": 100000, "amorphous_fraction_proxy": 0.5, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 22.469, "r_reset_aged_kohm": 691.469, "resistance_window_ratio": 30.774, "drift_coefficient_proxy": 0.0575, "sigma_pct_proxy": 26, "read_margin_mv_proxy": 184.401, "retention_risk_score": 65.1, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 360, "ambient_c": 85, "retention_hours": 1, "amorphous_fraction_proxy": 0.5, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 24.569, "r_reset_aged_kohm": 586, "resistance_window_ratio": 23.851, "drift_coefficient_proxy": 0.0695, "sigma_pct_proxy": 16, "read_margin_mv_proxy": 215.051, "retention_risk_score": 58.069, "band": "watch-drift" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 360, "ambient_c": 85, "retention_hours": 1000, "amorphous_fraction_proxy": 0.5, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 24.569, "r_reset_aged_kohm": 660.728, "resistance_window_ratio": 26.892, "drift_coefficient_proxy": 0.0695, "sigma_pct_proxy": 22, "read_margin_mv_proxy": 193.519, "retention_risk_score": 69.16, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 55, "set_duration_ns": 360, "ambient_c": 85, "retention_hours": 100000, "amorphous_fraction_proxy": 0.5, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 24.569, "r_reset_aged_kohm": 715.769, "resistance_window_ratio": 29.133, "drift_coefficient_proxy": 0.0695, "sigma_pct_proxy": 26, "read_margin_mv_proxy": 179.164, "retention_risk_score": 76.555, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 80, "ambient_c": 25, "retention_hours": 1, "amorphous_fraction_proxy": 0.92, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 41.315, "r_reset_aged_kohm": 828.4, "resistance_window_ratio": 20.051, "drift_coefficient_proxy": 0.0764, "sigma_pct_proxy": 23.56, "read_margin_mv_proxy": 156.888, "retention_risk_score": 82.133, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 80, "ambient_c": 25, "retention_hours": 1000, "amorphous_fraction_proxy": 0.92, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 41.315, "r_reset_aged_kohm": 945.236, "resistance_window_ratio": 22.879, "drift_coefficient_proxy": 0.0764, "sigma_pct_proxy": 29.56, "read_margin_mv_proxy": 136.494, "retention_risk_score": 93.082, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 80, "ambient_c": 25, "retention_hours": 100000, "amorphous_fraction_proxy": 0.92, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 41.315, "r_reset_aged_kohm": 1032.144, "resistance_window_ratio": 24.982, "drift_coefficient_proxy": 0.0764, "sigma_pct_proxy": 33.56, "read_margin_mv_proxy": 122.898, "retention_risk_score": 100, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 80, "ambient_c": 85, "retention_hours": 1, "amorphous_fraction_proxy": 0.92, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 43.415, "r_reset_aged_kohm": 828.4, "resistance_window_ratio": 19.081, "drift_coefficient_proxy": 0.0884, "sigma_pct_proxy": 23.56, "read_margin_mv_proxy": 152.151, "retention_risk_score": 93.525, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 80, "ambient_c": 85, "retention_hours": 1000, "amorphous_fraction_proxy": 0.92, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 43.415, "r_reset_aged_kohm": 965.028, "resistance_window_ratio": 22.228, "drift_coefficient_proxy": 0.0884, "sigma_pct_proxy": 29.56, "read_margin_mv_proxy": 133.737, "retention_risk_score": 100, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 80, "ambient_c": 85, "retention_hours": 100000, "amorphous_fraction_proxy": 0.92, "crystalline_recovery_proxy": 0.3338, "r_set_kohm": 43.415, "r_reset_aged_kohm": 1068.415, "resistance_window_ratio": 24.609, "drift_coefficient_proxy": 0.0884, "sigma_pct_proxy": 33.56, "read_margin_mv_proxy": 121.461, "retention_risk_score": 100, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 180, "ambient_c": 25, "retention_hours": 1, "amorphous_fraction_proxy": 0.85, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 34.585, "r_reset_aged_kohm": 792, "resistance_window_ratio": 22.9, "drift_coefficient_proxy": 0.0733, "sigma_pct_proxy": 22.3, "read_margin_mv_proxy": 176.515, "retention_risk_score": 75.081, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 180, "ambient_c": 25, "retention_hours": 1000, "amorphous_fraction_proxy": 0.85, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 34.585, "r_reset_aged_kohm": 898.799, "resistance_window_ratio": 25.988, "drift_coefficient_proxy": 0.0733, "sigma_pct_proxy": 28.3, "read_margin_mv_proxy": 155.602, "retention_risk_score": 86.095, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 180, "ambient_c": 25, "retention_hours": 100000, "amorphous_fraction_proxy": 0.85, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 34.585, "r_reset_aged_kohm": 977.885, "resistance_window_ratio": 28.275, "drift_coefficient_proxy": 0.0733, "sigma_pct_proxy": 32.3, "read_margin_mv_proxy": 141.659, "retention_risk_score": 93.438, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 180, "ambient_c": 85, "retention_hours": 1, "amorphous_fraction_proxy": 0.85, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 36.685, "r_reset_aged_kohm": 792, "resistance_window_ratio": 21.589, "drift_coefficient_proxy": 0.0853, "sigma_pct_proxy": 22.3, "read_margin_mv_proxy": 170.883, "retention_risk_score": 86.585, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 180, "ambient_c": 85, "retention_hours": 1000, "amorphous_fraction_proxy": 0.85, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 36.685, "r_reset_aged_kohm": 917.62, "resistance_window_ratio": 25.014, "drift_coefficient_proxy": 0.0853, "sigma_pct_proxy": 28.3, "read_margin_mv_proxy": 151.949, "retention_risk_score": 97.351, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 180, "ambient_c": 85, "retention_hours": 100000, "amorphous_fraction_proxy": 0.85, "crystalline_recovery_proxy": 0.5262, "r_set_kohm": 36.685, "r_reset_aged_kohm": 1012.25, "resistance_window_ratio": 27.593, "drift_coefficient_proxy": 0.0853, "sigma_pct_proxy": 32.3, "read_margin_mv_proxy": 139.327, "retention_risk_score": 100, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 360, "ambient_c": 25, "retention_hours": 1, "amorphous_fraction_proxy": 0.7, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 22.469, "r_reset_aged_kohm": 714, "resistance_window_ratio": 31.777, "drift_coefficient_proxy": 0.0665, "sigma_pct_proxy": 19.6, "read_margin_mv_proxy": 222.664, "retention_risk_score": 59.457, "band": "watch-drift" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 360, "ambient_c": 25, "retention_hours": 1000, "amorphous_fraction_proxy": 0.7, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 22.469, "r_reset_aged_kohm": 800.891, "resistance_window_ratio": 35.644, "drift_coefficient_proxy": 0.0665, "sigma_pct_proxy": 25.6, "read_margin_mv_proxy": 200.637, "retention_risk_score": 70.61, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 360, "ambient_c": 25, "retention_hours": 100000, "amorphous_fraction_proxy": 0.7, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 22.469, "r_reset_aged_kohm": 864.616, "resistance_window_ratio": 38.48, "drift_coefficient_proxy": 0.0665, "sigma_pct_proxy": 29.6, "read_margin_mv_proxy": 185.952, "retention_risk_score": 78.046, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 360, "ambient_c": 85, "retention_hours": 1, "amorphous_fraction_proxy": 0.7, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 24.569, "r_reset_aged_kohm": 714, "resistance_window_ratio": 29.061, "drift_coefficient_proxy": 0.0785, "sigma_pct_proxy": 19.6, "read_margin_mv_proxy": 214.127, "retention_risk_score": 71.324, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 360, "ambient_c": 85, "retention_hours": 1000, "amorphous_fraction_proxy": 0.7, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 24.569, "r_reset_aged_kohm": 817.661, "resistance_window_ratio": 33.28, "drift_coefficient_proxy": 0.0785, "sigma_pct_proxy": 25.6, "read_margin_mv_proxy": 194.08, "retention_risk_score": 82.23, "band": "risk-heavy" }, { "simulationId": "SA-MEM-PCM-001", "slug": "pcm-set-reset-drift-read-margin", "reset_energy_pj": 75, "set_duration_ns": 360, "ambient_c": 85, "retention_hours": 100000, "amorphous_fraction_proxy": 0.7, "crystalline_recovery_proxy": 0.8723, "r_set_kohm": 24.569, "r_reset_aged_kohm": 895, "resistance_window_ratio": 36.428, "drift_coefficient_proxy": 0.0785, "sigma_pct_proxy": 29.6, "read_margin_mv_proxy": 180.715, "retention_risk_score": 89.501, "band": "risk-heavy" } ] }