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inst_02f599eddf36fb86::Q3 | inst_02f599eddf36fb86 | aging_matrix_heatmap | Q3 | {
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inst_02f599eddf36fb86::Q5 | inst_02f599eddf36fb86 | aging_matrix_heatmap | Q5 | {
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inst_0b094787d1d34d48::Q3 | inst_0b094787d1d34d48 | aging_matrix_heatmap | Q3 | {
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inst_0b094787d1d34d48::Q5 | inst_0b094787d1d34d48 | aging_matrix_heatmap | Q5 | {
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inst_1366d1717c3ae124::Q3 | inst_1366d1717c3ae124 | aging_matrix_heatmap | Q3 | {
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inst_14b7340aacf0a87f::Q3 | inst_14b7340aacf0a87f | aging_matrix_heatmap | Q3 | {
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inst_14b7340aacf0a87f::Q5 | inst_14b7340aacf0a87f | aging_matrix_heatmap | Q5 | {
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inst_1508b25c58d573a0::Q3 | inst_1508b25c58d573a0 | aging_matrix_heatmap | Q3 | {
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inst_1508b25c58d573a0::Q5 | inst_1508b25c58d573a0 | aging_matrix_heatmap | Q5 | {
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inst_1b08ea9f6cf86166::Q3 | inst_1b08ea9f6cf86166 | aging_matrix_heatmap | Q3 | {
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inst_1b08ea9f6cf86166::Q5 | inst_1b08ea9f6cf86166 | aging_matrix_heatmap | Q5 | {
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inst_1f10a7f146a0eb56::Q3 | inst_1f10a7f146a0eb56 | aging_matrix_heatmap | Q3 | {
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inst_1f10a7f146a0eb56::Q5 | inst_1f10a7f146a0eb56 | aging_matrix_heatmap | Q5 | {
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inst_1fa9e186d90686e5::Q3 | inst_1fa9e186d90686e5 | aging_matrix_heatmap | Q3 | {
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inst_1fa9e186d90686e5::Q5 | inst_1fa9e186d90686e5 | aging_matrix_heatmap | Q5 | {
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_215969a8649a9673::Q3 | inst_215969a8649a9673 | aging_matrix_heatmap | Q3 | {
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{
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | row_census | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_215969a8649a9673::Q5 | inst_215969a8649a9673 | aging_matrix_heatmap | Q5 | {
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{
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_2aae043cd5b9dab7::Q3 | inst_2aae043cd5b9dab7 | aging_matrix_heatmap | Q3 | {
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{
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_2aae043cd5b9dab7::Q5 | inst_2aae043cd5b9dab7 | aging_matrix_heatmap | Q5 | {
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{
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_32ca6d2a2e3be926::Q3 | inst_32ca6d2a2e3be926 | aging_matrix_heatmap | Q3 | {
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{
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_32ca6d2a2e3be926::Q5 | inst_32ca6d2a2e3be926 | aging_matrix_heatmap | Q5 | {
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{
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_33db98fbbb3bcfa2::Q3 | inst_33db98fbbb3bcfa2 | aging_matrix_heatmap | Q3 | {
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... | 16 | [
{
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | row_census | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_33db98fbbb3bcfa2::Q5 | inst_33db98fbbb3bcfa2 | aging_matrix_heatmap | Q5 | {
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T... | 0.075 | [
{
"role": "user",
"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_348ef7c0115d643f::Q3 | inst_348ef7c0115d643f | aging_matrix_heatmap | Q3 | {
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{
"role": "user",
"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | row_census | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_348ef7c0115d643f::Q5 | inst_348ef7c0115d643f | aging_matrix_heatmap | Q5 | {
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... | 0.12 | [
{
"role": "user",
"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_3623eb66beb8fece::Q3 | inst_3623eb66beb8fece | aging_matrix_heatmap | Q3 | {
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{
"role": "user",
"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_3623eb66beb8fece::Q5 | inst_3623eb66beb8fece | aging_matrix_heatmap | Q5 | {
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{
"role": "user",
"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_38192ad61251deec::Q3 | inst_38192ad61251deec | aging_matrix_heatmap | Q3 | {
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A... | 8 | [
{
"role": "user",
"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_38192ad61251deec::Q5 | inst_38192ad61251deec | aging_matrix_heatmap | Q5 | {
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{
"role": "user",
"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_3efcba4576d9d1d4::Q3 | inst_3efcba4576d9d1d4 | aging_matrix_heatmap | Q3 | {
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A... | 13 | [
{
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inst_3efcba4576d9d1d4::Q5 | inst_3efcba4576d9d1d4 | aging_matrix_heatmap | Q5 | {
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inst_3f97afe0e0e0c4a0::Q3 | inst_3f97afe0e0e0c4a0 | aging_matrix_heatmap | Q3 | {
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inst_3f97afe0e0e0c4a0::Q5 | inst_3f97afe0e0e0c4a0 | aging_matrix_heatmap | Q5 | {
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inst_5e64e53e1f653e45::Q3 | inst_5e64e53e1f653e45 | aging_matrix_heatmap | Q3 | {
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inst_5e64e53e1f653e45::Q5 | inst_5e64e53e1f653e45 | aging_matrix_heatmap | Q5 | {
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_629f6e6c34a8d218::Q3 | inst_629f6e6c34a8d218 | aging_matrix_heatmap | Q3 | {
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inst_629f6e6c34a8d218::Q5 | inst_629f6e6c34a8d218 | aging_matrix_heatmap | Q5 | {
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_642dd944525d7bc2::Q3 | inst_642dd944525d7bc2 | aging_matrix_heatmap | Q3 | {
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_642dd944525d7bc2::Q5 | inst_642dd944525d7bc2 | aging_matrix_heatmap | Q5 | {
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_676fbd966301ef54::Q3 | inst_676fbd966301ef54 | aging_matrix_heatmap | Q3 | {
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A... | 10 | [
{
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_676fbd966301ef54::Q5 | inst_676fbd966301ef54 | aging_matrix_heatmap | Q5 | {
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... | 0.125 | [
{
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_6d6bb3cc61aceef1::Q3 | inst_6d6bb3cc61aceef1 | aging_matrix_heatmap | Q3 | {
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... | 16 | [
{
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | row_census | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_6d6bb3cc61aceef1::Q5 | inst_6d6bb3cc61aceef1 | aging_matrix_heatmap | Q5 | {
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... | 0.2188 | [
{
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_6e8296db6e763468::Q3 | inst_6e8296db6e763468 | aging_matrix_heatmap | Q3 | {
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... | 13 | [
{
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_6e8296db6e763468::Q5 | inst_6e8296db6e763468 | aging_matrix_heatmap | Q5 | {
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{
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_6eda6ddb846c6b8a::Q3 | inst_6eda6ddb846c6b8a | aging_matrix_heatmap | Q3 | {
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{
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_6eda6ddb846c6b8a::Q5 | inst_6eda6ddb846c6b8a | aging_matrix_heatmap | Q5 | {
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... | 0.15 | [
{
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_72665f3c17705087::Q3 | inst_72665f3c17705087 | aging_matrix_heatmap | Q3 | {
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... | 11 | [
{
"role": "user",
"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_72665f3c17705087::Q5 | inst_72665f3c17705087 | aging_matrix_heatmap | Q5 | {
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{
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_731cc97bf40c2dcf::Q3 | inst_731cc97bf40c2dcf | aging_matrix_heatmap | Q3 | {
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{
"role": "user",
"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | row_census | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_731cc97bf40c2dcf::Q5 | inst_731cc97bf40c2dcf | aging_matrix_heatmap | Q5 | {
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... | 0.0938 | [
{
"role": "user",
"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_7d7e4f7bbb9b72d8::Q3 | inst_7d7e4f7bbb9b72d8 | aging_matrix_heatmap | Q3 | {
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{
"role": "user",
"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_7d7e4f7bbb9b72d8::Q5 | inst_7d7e4f7bbb9b72d8 | aging_matrix_heatmap | Q5 | {
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... | 0.25 | [
{
"role": "user",
"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_81b85897de3ee8bb::Q3 | inst_81b85897de3ee8bb | aging_matrix_heatmap | Q3 | {
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A... | 10 | [
{
"role": "user",
"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | row_census | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_81b85897de3ee8bb::Q5 | inst_81b85897de3ee8bb | aging_matrix_heatmap | Q5 | {
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... | 0.15 | [
{
"role": "user",
"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_89f6dd2fcdaef518::Q3 | inst_89f6dd2fcdaef518 | aging_matrix_heatmap | Q3 | {
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A... | 11 | [
{
"role": "user",
"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | row_census | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_89f6dd2fcdaef518::Q5 | inst_89f6dd2fcdaef518 | aging_matrix_heatmap | Q5 | {
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{
"role": "user",
"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_8c3da43794695f27::Q3 | inst_8c3da43794695f27 | aging_matrix_heatmap | Q3 | {
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... | 14 | [
{
"role": "user",
"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | row_census | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_8c3da43794695f27::Q5 | inst_8c3da43794695f27 | aging_matrix_heatmap | Q5 | {
"bytes": "iVBORw0KGgoAAAANSUhEUgAAA7YAAAI5CAIAAAAaCTF2AAC3K0lEQVR42uzdd1xV9f8H8PcdXC6XvS5TtsgWEBzgFhByoKaW66uZDSsr04aVqfk1Z1aa5iq1LBeOXKmICCLgHgwRuey95+VyueP3x/l5vzdWVlpcfD3/8HE959zB53OA1/nwOe8PS6lU0pOzevVq5sGSJUvabHlMqicCAAAAAPwruE/25e7cufOHWwAAAAAAujM2mgAAAAAAQB3ryU60AAAAAAAgjCJ3LT8/v6WlBQ0NAAAAAIjI/2/Xrl2vvvrqqV... | Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually near-white, i.e. below the threshold where t... | The chart is a 12 × 5 heatmap of signed protocol-impact values: rows are ageing metrics, columns are charging-protocol parameters, and tile colour encodes the impact on a divergent colorbar normalised so the strongest tile has magnitude 1.0. Deep colours mean strong impact and near-white tiles mean negligible impact.
... | 0.1 | [
{
"role": "user",
"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_903e5827a4fda53a::Q3 | inst_903e5827a4fda53a | aging_matrix_heatmap | Q3 | {
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAUDBAQEAwUEBAQFBQUGBwwIBwcHBw8LCwkMEQ8SEhEPERETFhwXExQaFRERGCEYGh0dHx8fExciJCIeJBweHx7/2wBDAQUFBQcGBw4ICA4eFBEUHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh7/wAARCAMqBaADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAA... | This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-blue tile. How many (metric, protocol-parame... | The figure is an 8 × 5 heatmap of signed protocol-impact values: rows are ageing metrics, columns are charging-protocol parameters, and tile colour encodes the impact on a divergent colorbar normalised so the strongest tile has magnitude 1.0. Deep colours mean strong impact and near-white tiles mean negligible impact.
... | 8 | [
{
"role": "user",
"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | row_census | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_903e5827a4fda53a::Q5 | inst_903e5827a4fda53a | aging_matrix_heatmap | Q5 | {
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAUDBAQEAwUEBAQFBQUGBwwIBwcHBw8LCwkMEQ8SEhEPERETFhwXExQaFRERGCEYGh0dHx8fExciJCIeJBweHx7/2wBDAQUFBQcGBw4ICA4eFBEUHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh4eHh7/wAARCAMqBaADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAA... | Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually near-white, i.e. below the threshold where t... | The figure is an 8 × 5 heatmap of signed protocol-impact values: rows are ageing metrics, columns are charging-protocol parameters, and tile colour encodes the impact on a divergent colorbar normalised so the strongest tile has magnitude 1.0. Deep colours mean strong impact and near-white tiles mean negligible impact.
... | 0.15 | [
{
"role": "user",
"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_914ca35384ca20ab::Q3 | inst_914ca35384ca20ab | aging_matrix_heatmap | Q3 | {
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A... | 17 | [
{
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | row_census | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_914ca35384ca20ab::Q5 | inst_914ca35384ca20ab | aging_matrix_heatmap | Q5 | {
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... | 0.0938 | [
{
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_946c953e7ae69176::Q3 | inst_946c953e7ae69176 | aging_matrix_heatmap | Q3 | {
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A... | 13 | [
{
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | row_census | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_946c953e7ae69176::Q5 | inst_946c953e7ae69176 | aging_matrix_heatmap | Q5 | {
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... | 0.2361 | [
{
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_9778ee10280f46d5::Q3 | inst_9778ee10280f46d5 | aging_matrix_heatmap | Q3 | {
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A... | 10 | [
{
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_9778ee10280f46d5::Q5 | inst_9778ee10280f46d5 | aging_matrix_heatmap | Q5 | {
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{
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_9abf20e70499371b::Q3 | inst_9abf20e70499371b | aging_matrix_heatmap | Q3 | {
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... | 10 | [
{
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | row_census | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_9abf20e70499371b::Q5 | inst_9abf20e70499371b | aging_matrix_heatmap | Q5 | {
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... | 0.12 | [
{
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_9fcf15996656d0be::Q3 | inst_9fcf15996656d0be | aging_matrix_heatmap | Q3 | {
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... | 15 | [
{
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_9fcf15996656d0be::Q5 | inst_9fcf15996656d0be | aging_matrix_heatmap | Q5 | {
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... | 0.0938 | [
{
"role": "user",
"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_a301312942b3f7f7::Q3 | inst_a301312942b3f7f7 | aging_matrix_heatmap | Q3 | {
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{
"role": "user",
"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_a301312942b3f7f7::Q5 | inst_a301312942b3f7f7 | aging_matrix_heatmap | Q5 | {
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{
"role": "user",
"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_a4ec7618377b3ead::Q3 | inst_a4ec7618377b3ead | aging_matrix_heatmap | Q3 | {
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{
"role": "user",
"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_a4ec7618377b3ead::Q5 | inst_a4ec7618377b3ead | aging_matrix_heatmap | Q5 | {
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... | 0.1562 | [
{
"role": "user",
"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_aaad36351ed131e1::Q3 | inst_aaad36351ed131e1 | aging_matrix_heatmap | Q3 | {
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... | 10 | [
{
"role": "user",
"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_aaad36351ed131e1::Q5 | inst_aaad36351ed131e1 | aging_matrix_heatmap | Q5 | {
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... | 0.15 | [
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inst_ac33c462fa9ba6da::Q3 | inst_ac33c462fa9ba6da | aging_matrix_heatmap | Q3 | {
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{
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inst_ac33c462fa9ba6da::Q5 | inst_ac33c462fa9ba6da | aging_matrix_heatmap | Q5 | {
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inst_b19aa24c281aba04::Q3 | inst_b19aa24c281aba04 | aging_matrix_heatmap | Q3 | {
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inst_b19aa24c281aba04::Q5 | inst_b19aa24c281aba04 | aging_matrix_heatmap | Q5 | {
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inst_b43150cf2f87a49d::Q3 | inst_b43150cf2f87a49d | aging_matrix_heatmap | Q3 | {
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inst_b43150cf2f87a49d::Q5 | inst_b43150cf2f87a49d | aging_matrix_heatmap | Q5 | {
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_b54b0ae1159bc1a2::Q3 | inst_b54b0ae1159bc1a2 | aging_matrix_heatmap | Q3 | {
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inst_b54b0ae1159bc1a2::Q5 | inst_b54b0ae1159bc1a2 | aging_matrix_heatmap | Q5 | {
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_b7d32992cc409a50::Q3 | inst_b7d32992cc409a50 | aging_matrix_heatmap | Q3 | {
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{
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inst_b7d32992cc409a50::Q5 | inst_b7d32992cc409a50 | aging_matrix_heatmap | Q5 | {
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{
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_c086434a0a2ea799::Q3 | inst_c086434a0a2ea799 | aging_matrix_heatmap | Q3 | {
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... | 17 | [
{
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | row_census | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_c086434a0a2ea799::Q5 | inst_c086434a0a2ea799 | aging_matrix_heatmap | Q5 | {
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T... | 0.0875 | [
{
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_c0960519ff119388::Q3 | inst_c0960519ff119388 | aging_matrix_heatmap | Q3 | {
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{
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | row_census | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_c0960519ff119388::Q5 | inst_c0960519ff119388 | aging_matrix_heatmap | Q5 | {
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... | 0.125 | [
{
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_c152d1e69274028d::Q3 | inst_c152d1e69274028d | aging_matrix_heatmap | Q3 | {
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A... | 13 | [
{
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"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | row_census | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_c152d1e69274028d::Q5 | inst_c152d1e69274028d | aging_matrix_heatmap | Q5 | {
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T... | 0.1 | [
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_c2199f15e3111497::Q3 | inst_c2199f15e3111497 | aging_matrix_heatmap | Q3 | {
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A... | 10 | [
{
"role": "user",
"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_c2199f15e3111497::Q5 | inst_c2199f15e3111497 | aging_matrix_heatmap | Q5 | {
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{
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"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | complement | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_c25c2979a533ca7f::Q3 | inst_c25c2979a533ca7f | aging_matrix_heatmap | Q3 | {
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{
"role": "user",
"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_c25c2979a533ca7f::Q5 | inst_c25c2979a533ca7f | aging_matrix_heatmap | Q5 | {
"bytes": "iVBORw0KGgoAAAANSUhEUgAAAnsAAAGFCAIAAAAKJqI0AAB+BUlEQVR42u3deTxU+/848PcsxjCW7FvWyFKKkChLKEvdoq66qWjTXrSnuiKVtEmrqGjVpuSWSoS0KSEq+xLZ932Z7ffH+d75zcfSbZGYeT0fHh4zZ84s58w55zXv7fXGMZlMBAAAAIBfDA+7AAAAAICICwAAAEDEBQAAAABEXAAAAAAiLgAAAAARFwAAAAAQcQEAAACIuAAAAACAiAsAAABAxAUAAAAg4gIAAAAAIi4AAAAAERcAAAAAEHEBAAAAiL... | Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually near-white, i.e. below the threshold where t... | The chart is a 10 × 5 heatmap of signed protocol-impact values: rows are ageing metrics, columns are charging-protocol parameters, and tile colour encodes the impact on a divergent colorbar normalised so the strongest tile has magnitude 1.0. Deep colours mean strong impact and near-white tiles mean negligible impact.
... | 0.14 | [
{
"role": "user",
"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_c54e2ab0ac2ff086::Q3 | inst_c54e2ab0ac2ff086 | aging_matrix_heatmap | Q3 | {
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAQDAwMDAgQDAwMEBAQFBgoGBgUFBgwICQcKDgwPDg4MDQ0PERYTDxAVEQ0NExoTFRcYGRkZDxIbHRsYHRYYGRj/2wBDAQQEBAYFBgsGBgsYEA0QGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBj/wAARCAGaA4IDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAA... | This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-blue tile. How many (metric, protocol-parame... | The figure is a 16 × 6 heatmap of signed protocol-impact values: rows are ageing metrics, columns are charging-protocol parameters, and tile colour encodes the impact on a divergent colorbar normalised so the strongest tile has magnitude 1.0. Deep colours mean strong impact and near-white tiles mean negligible impact.
... | 16 | [
{
"role": "user",
"content": "This aging matrix maps cycling-protocol design parameters onto mechanistic state-of-health metrics extracted at 80 %-SOH end-of-life. A protocol knob is a dominant stressor for a metric when its normalised signed impact exceeds 0.5 in magnitude — a saturated deep-red or deep-bl... | sign_split | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
inst_c54e2ab0ac2ff086::Q5 | inst_c54e2ab0ac2ff086 | aging_matrix_heatmap | Q5 | {
"bytes": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAQDAwMDAgQDAwMEBAQFBgoGBgUFBgwICQcKDgwPDg4MDQ0PERYTDxAVEQ0NExoTFRcYGRkZDxIbHRsYHRYYGRj/2wBDAQQEBAYFBgsGBgsYEA0QGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBgYGBj/wAARCAGaA4IDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAA... | Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually near-white, i.e. below the threshold where t... | This figure is a 16 × 6 heatmap of signed protocol-impact values: rows are ageing metrics, columns are charging-protocol parameters, and tile colour encodes the impact on a divergent colorbar normalised so the strongest tile has magnitude 1.0. Deep colours mean strong impact and near-white tiles mean negligible impact.... | 0.2292 | [
{
"role": "user",
"content": "Vlijmen's aging-matrix argument is that protocol-aging coupling is sparse: most mechanistic SOH metrics respond to only one or two protocol knobs, so most tiles sit near zero impact. What fraction of the (metric, protocol-parameter) tiles are effectively decoupled — visually ne... | direct_fraction | gen_aging_matrix_heatmap@1.4.1 | CC-BY-NC-4.0 |
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