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At nominal 25/40 C A4 is within 2 C of A2.", "training": { "windows": 63, "samples": 8976, "rmseMV": 7.578347431084336, "maxAbsMV": 42.36187422152238, "chargeRmseMV": 7.578791401233016, "dischargeRmseMV": 7.577969206989413 }, "heldOut": { "windows": 63, "samples": 8971, "rmseMV": 11.462554285222293, "maxAbsMV": 44.41933764592099, "chargeRmseMV": 9.101508069954066, "dischargeRmseMV": 13.145086975800051 }, "ocvHeldOutRmseMV": 0.820001274033097, "ocvHeldOutPoints": 6, "method": "OCV rests at authors' measured ocvsoc; capacity from A2 C/20 discharge; R0 from paired 0.5C pulses; one global R1/tau fitted at each temperature to A2 pulse and 20 s recovery windows. Thermally comparable A6 (cold) or A4 (25/40 C) is held out. Dynamic errors align each window to its measured pre-pulse voltage, so they measure incremental pulse response, not absolute OCV accuracy. OCV cross-cell error is reported separately. Piecewise-constant measured current, model SOC integrated with training-cell capacity, and exact RC propagation. Only windows wholly inside the shared measured SOC domain are retained. No holdout-dependent tuning.", "chargeAcceptance": "Observed charge pulse coverage only; a passed 13 s laboratory pulse is not a safe repeatable regen rating. Some high-current pulses reach the 4.2 V ceiling. The study keeps its separately selected charge policy and voltage cap." }, "chargePulseEvidence": [ { "soc": 0.7690261091311972, "currentA": 2.0000591041627995, "durationS": 12.945435999994515, "peakVoltageV": 4.05043363571167, "within4p2V": true }, { "soc": 0.7671878235569939, "currentA": 4.0024366142336, "durationS": 12.946735999998054, "peakVoltageV": 4.081716537475586, "within4p2V": true }, { "soc": 0.592920325475921, "currentA": 2.0000580795540297, "durationS": 12.950531999995292, "peakVoltageV": 3.8832809925079346, "within4p2V": true }, { "soc": 0.5910820015570237, "currentA": 4.0021195214641985, "durationS": 12.943239999993239, "peakVoltageV": 3.9140231609344482, "within4p2V": true }, { "soc": 0.5873753279655416, "currentA": 8.003399935635654, "durationS": 12.946335999993607, "peakVoltageV": 3.9731884002685547, "within4p2V": true }, { "soc": 0.42668205039796536, "currentA": 4.001769830372708, "durationS": 12.949731999993674, "peakVoltageV": 3.76668381690979, "within4p2V": true }, { "soc": 0.4230030474491949, "currentA": 8.003113360444376, "durationS": 12.941539999999804, "peakVoltageV": 3.8254592418670654, "within4p2V": true }, { "soc": 0.419283280565808, "currentA": 12.002425958302396, "durationS": 12.950832000002265, "peakVoltageV": 3.882786512374878, "within4p2V": true }, { "soc": 0.2709155330039378, "currentA": 2.0000825834668374, "durationS": 12.942640000008396, "peakVoltageV": 3.6036391258239746, "within4p2V": true }, { "soc": 0.2690757241801983, "currentA": 4.001578654139495, "durationS": 12.950832000002265, "peakVoltageV": 3.6352994441986084, "within4p2V": true }, { "soc": 0.26537148192731264, "currentA": 8.003009701563307, "durationS": 12.941139999995357, "peakVoltageV": 3.6976587772369385, "within4p2V": true }, { "soc": 0.2616967044650045, "currentA": 12.002150921782187, "durationS": 12.950032000007923, "peakVoltageV": 3.759328842163086, "within4p2V": true }, { "soc": 0.2505743249249657, "currentA": 24.004254869193083, "durationS": 12.942739999998594, "peakVoltageV": 3.930798292160034, "within4p2V": true }, { "soc": 0.2432170669634276, "currentA": 32.00396394335534, "durationS": 13.040644000007887, "peakVoltageV": 4.057028293609619, "within4p2V": true }, { "soc": 0.16488841278258215, "currentA": 2.0000949969961623, "durationS": 12.941339999990305, "peakVoltageV": 3.4960899353027344, "within4p2V": true }, { "soc": 0.1630506096993164, "currentA": 4.001584139737216, "durationS": 12.94183999998495, "peakVoltageV": 3.5272364616394043, "within4p2V": true }, { "soc": 0.15934580058359182, "currentA": 8.00447731963859, "durationS": 12.942239999989397, "peakVoltageV": 3.587324857711792, "within4p2V": true }, { "soc": 0.15567363135819645, "currentA": 12.00201825859133, "durationS": 12.942639999993844, "peakVoltageV": 3.647301197052002, "within4p2V": true }, { "soc": 0.16672176990572063, "currentA": 24.00434276486231, "durationS": 13.04014399999869, "peakVoltageV": 3.859881639480591, "within4p2V": true }, { "soc": 0.1889059663059608, "currentA": 32.0037184155677, "durationS": 12.94203999999445, "peakVoltageV": 4.01467227935791, "within4p2V": true }, { "soc": 0.11045845506444496, "currentA": 2.0000950127593744, "durationS": 12.933347999991383, "peakVoltageV": 3.4490246772766113, "within4p2V": true }, { "soc": 0.10861873950881062, "currentA": 4.001526509434724, "durationS": 12.942640000008396, "peakVoltageV": 3.4842591285705566, "within4p2V": true }, { "soc": 0.10491375854160101, "currentA": 8.004367103261396, "durationS": 12.942840000003343, "peakVoltageV": 3.549940824508667, "within4p2V": true }, { "soc": 0.11227946133417932, "currentA": 12.001631114108504, "durationS": 12.926256000006106, "peakVoltageV": 3.6291019916534424, "within4p2V": true }, { "soc": 0.12332401536646198, "currentA": 24.00436004134249, "durationS": 13.04034400000819, "peakVoltageV": 3.833752155303955, "within4p2V": true }, { "soc": 0.1455082268118254, "currentA": 32.00432321847963, "durationS": 12.94114000000991, "peakVoltageV": 3.983320951461792, "within4p2V": true }, { "soc": 0.07630522600899725, "currentA": 12.001697508756779, "durationS": 12.942340000008699, "peakVoltageV": 3.583028554916382, "within4p2V": true }, { "soc": 0.08734647995338785, "currentA": 24.0040558744068, "durationS": 13.056928000005428, "peakVoltageV": 3.803020477294922, "within4p2V": true }, { "soc": 0.10953225251653531, "currentA": 32.00377957682964, "durationS": 12.97480799999903, "peakVoltageV": 3.9531617164611816, "within4p2V": true } ] } ] }