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F5\/s9XCNR1uN\/AxTKs3WvWkdlU7cCiV5Zv5L+e+Iz8kNRstXuIBMKEoNJuW9iBEaiBD7GUrJUA8K54DZlvngEyrwjEkdxY4yR02YTXK5RtRVWEND6RpPmTI+ZAi50O\/cgcSQq4Bw6BQKsFvYE+WbGhpDJOInEljC5g7DH0mjmkzwx5b0QnTmsAs0b9QQYMnwLRFrUoOPbPsfIPzwCkoA6uJ7T8lig+dB0LIiZjRQ3YWOEmJn8WbklDLKd42uTG6\/2PkqThEnuDVQjspPSXyIyCIZ6WHPcxpkjF0PaaaB2cpqGcvpG0b3Gv212tvY2leAhYhsyjMeAgniT1C0rUaJms1Klur4UvWaoRXY8GoRwJNRgXuxaxB4k23GhVQO\/2mo2Z64Omq550LDa\/ghTvUDo\/HqZqTm3mYEQyHMWUfuLY43brM4MYVY+L6QrFEkDAdzsg477r3V6bf\/otKLrzB+gkMQEXuPULGOfR2h9oYUHkXn8YrgJTrT7OdwqmE2hinE2MgElIEgK\/XmxOSKk1P9GSWYi44bewjaZof1cY+isY+po3Neh+Fg+k5FQ1GcBTWtG3V23r9W7OJfzZ+40t4ctwEXUYRimJMrq+d6OnwzmlxfLiOwLjM+72Vp\/tnz6CKsOsOtdvOXjfZ6F31YHuht9408zqVz7JKuvq3QkN5oXEL0bPG+qcXGOtnmWAJqHGyR8gsAfqJRIdZ72TbXP8EopEd+L5QOnzO9GVFA33rMLXQZz9BP\/eUmuEZTpV0clYR\/T6lMTvx3QmnKBeRNcmUgKVftc9S\/fAZdFOZjy0\/06ePyaEj2nE+Gnvq0cgiTdM6ihKoWACVqGf1K07+Yw+p3VMtwitfS4\/2BduSEAYjw6aex0VvU8iDzIiCeZyOYUGa5uIoTMawkCsT9hZ9XjXueX28yj2Wcdox6PY916d8iLmjnyUq5g6A8l1v\/GxjUWUBaAGVSzph4AJKBTMaKdtEIi+AqsCyoi2WxRyFUYGCSrOwEDO2e+Myuev\/f9CTnJdHLTim+EJZ\/FhpPXfcGcLmY4VujblhJhoVC3H7IFhrAg\/KQQFJHzmhmOYs348KaWF8UzzmD9WofBC2FTnQCY0mUp3lk14PibEJv169VFnGbIT7elqSQTGlQ+WTU9WCg3A\/4\/GUNE2aHbhp4mbi92i\/1+orXKmgdCt6P4aWDzZHxfGWN9HsmzlFG5ENm485QEZiRa3n2rdUx1450yGSW\/6Zunl9h1YOnUd51K1XfI+EEOVE1pChDqp9XZz+u8af9Jrr1+gipBGrgUstnaM2kqsbVo5tgLAZ5gZW3m8M3ipVX+qo9nV62Prt36iN3tPFNK51meU7VuTEyQfTysHbw4UXIS6siKVgvmDLgmhOK5XkgvCxnd+HXP4YssaC\/4GdP6w\/SpHgL65hXwhNe+NXvBqS5CFXpPGrNO6Npcq9sQANfP1XaC55l7YqBI16683xtiCDV9AIWAJ5C418ncavm0cp1sBgMynrV30o5BYz+c6CkIyEKJOxKW4t1YXrGFjQ\/84Y+mMFp+OEASCfw4iylYieWQmL+I2Ij7veeiU3CG1EHFCtN5zkFgAfZYDPKhcg33pVCRKrBCReASR\/a0AhFXqafbqiOR+UMlSXWirhOytgUL5LPTqjnnSyxUYcei7T0BolgNky0IlK3ONKrXLwNa4fZEIL2D69IyshlV5yGAqJxWUD0U1DOoL1mqA4lHanBXk\/nQxopIVAU9OdssunJDn4gzsJlb4kcgd1xip6GCxyJxpu0+RcO6yjdg3Vtai36K\/XiAOjhuoLnBx2kbIiNznzTGYOLeg\/mBv29VovBVS5SbTGXR5AX1t21OHsNI13o17b12Ea7dLV4IU30lvDr9L99pTlls42ihMSH81Wd1fC\/Ua0\/ZNUkFWLHLBL\/6kJGVTu0ISEoa1CTThw+HuE\/IRXPxHfZFTzE0vLRo5LTB\/WKHXdlVNUaAmlGuUIoUPfQAY+p7++YBFM8YxApRyoZM9\/a1U1tzWWwuWKpdq72LZC0OwpTVW0tS1A\/i\/hm0LVVLR09CUtZ0iP8u5tCtgTx7YqIsyXpQqzdUmaJc09ONQjybfwLlAFU4b0vxWh06e7bS0AIY+OqO\/UjmsgB8kd09drFZ9YQmhouQlp6FLPkVstERvX62zXSbjkvdgsLaGDLyPsY0IrT5KS\/OS1VEfjEh1V5isAhsCp5wG718bbiqqd9D\/VsC\/qqIHqEch\/De7uArosaKxEwHfcSeZnyU\/QvGQ504fCyuER9FfdTCTvpjawbqkGyQOiyj+WmKfCiMYxWKcSEHSkKwmvUAYFLt\/KQhHGqTVrkw1QMEI\/xwj97eOxPEkNpoxBEIrJi6TmsKZZUiU\/Zl6gjJEgvGVr42WfV94u8CrUFgVTyaay+jatW\/C1WGSWCkYjtF6nL2oIrxbbJoqSTlWTaZi2Wz5dgdGwK8q+0yiyXL8RDIdiX45xpbtIrmziWVIWD6CUy\/yFczvOz+04jqDDfuX4\/e2Nkl\/scXFJE2lFyvqLCmw1owxbCSGjDvdoleLWCIxD5ZqSxFJpiSLpUtzlKKoiZ5mJLMK9tLWD3len3\/vq6Eb\/54OC5JHwBjj9CpFTjifKIkZ0ES4iaqYOpRbOteERLUoESwPhXqsv6JOEvJA+o8wbREdgxpFW5gXxpU2mqVNRJhE9kw\/ydT3RxCUiZp56j7QLAZFbcmGw4MJdUH6CBDEXr27JbTarr6dah2hfndUvG1zXOntfHYxhonrmRHKbwboLDcMRkCT0eUgupCo4VR+3dO2iMcQHoHLmw\/tMWg3+NQzmWqtxq\/8COiP1wLSojzTr58+4PoYx3h61AKhl6s2u3AP56j6gXkVxHrxa7usm2FMYBTaNY9cfSR77GLqx+MUiy6biJ+ei4ueEssi1RWUbgnX76XvwFxJO\/Z0dmmnVwS2iL1BQs0xBXeaGx0+rPX9bP51TBQlHPSk5maVExM1iDWAWpcSLzxgIxB14U28iqoSsUe6OzMYRjceB57SNw9dKFNoSHN2W7MhNR7\/kHqERTXXgLust2VYw2glUPFErnojoKtY7Yf1nJqKooU+fkb3yxj9JPp7xdRHU4iX2Vu4Ss9vPFCeKVWFwW4GE04Z6ukSNtrWpcpUR1Cc9hITE7zX7UtH+PnCoalJ+EuOekSe1ADfoC9dioV+YyTMJfwJDvvh4ndMjNHX1ff2p0n2bKydmuz8fvlLXawwDdYfaEyEkdVXbeOSJb7EnvArVETVTdjcjTXOWGaxnqbF+Bshiy2CGJ7zibwDIZYxOcv9sR6j1q8K8i3UWWtpHwr3TPrcYfq7bQn\/VIfJJeTUfjXSw\/zOjG0+kaT5lMHlKYfKkwuRPvBprfypWLAHOdLEhRENv4vrhK\/1EJONJ3e8UJV09751\/TF4WMXC409tCmES5w0UCkx2BAtz16ojM8OokVyc1sV13Ph5tj\/xn401CnAv1NmPtRHq8y2OKwhQFCR7BaYXbHHZa6JSje9oUnN03mxET+767w2FXQAzp3WLYx\/NG2C5+UXjzRTVD6qrEvdfUW32FvN+SpnmbLdotLNpFStlp7zZbuJJTat7nfL1WywuSJwd+x2eTH\/JnPuT8F4Di54yxlPTJz69MoYB405VRDRYtFRiYNfBoqtCaWCxyF+rJ9hwY1Tk7slIonHNGdU81i\/bOgbPx8+IucaTEL9WDZj121E35n8ekb2qX9TwmvFPlTxGZ9pLxg2NanDC6CyGHQBQI30FX3VsppeNUJm01FYcoGNMDOwqyXcqSbXrGSEB7D6xfNoRICk5cc6POMoYWY3Z0ls4yTlt0KTljvZiVnoBFU0JkcWnHpUcXacCMrKUqsKXzIa0Mf9gRoZeM9RHG+siOvHT2j3ysp1TzaO8xWYYpI8gH845BJwPqgPfvhKKMctxmsRjlAczJmGhjHIDfs+6r8ogwBbKcKVCa9Xu0r2R8Wa\/hRWp9L90KQvTwpeQBvgvtSPcXlIsc2yHwMZelcpH4W8S95JTKAaCzxGHUB79oPhUwveofYEbw+OkHI3TtwAuiRmxD8+2aY0WPONEDcicfRkRAVAb6KR9\/4lgGigBeoPOp8ymJ6u0gaAi1kcedL9O\/SiDbd+45fQ0WHy6UMSxalBbiqYyurAKRWRVMIuHk48oSE2FyFnI6zx4ymDrOcoGSEVAl2EYIDxoP4eRz6oi5iFba\/J34jXP1LMfJVcrKtdUG5GGhZGsO5ECFY3\/pXJIiMFk15BtigYSWIh0Azn0sjFPOv8HHKOCHTc7tq2pJqJRVVF1n+BJzdJerCrt2pzkeLOawqXbuAGkP42Vht1UQI16+wYLRyKO1VDO3wy2He+XsVCxCgZK1EgsFrvlbih2O5vm0G8+5lQPVa8vJrhzKLNdri5RRbLNJHca9ZP\/\/IU4u0MUfRHGk9LosiKwRR64rRifaNKUdDK9ELRAO\/oAdIPZnh\/8WGMt\/ilBONY7yj+ycdFkepa2CXXLIq1zyp3v+qTsO5r7wVkx113tXDK+KruAyaFg4g++i9ZKSzV0gQZFeM2xv0Nh6KVFWvOErp9eM0JVIDM\/yG8I5S03i9AdOlVEAng9L8L2JQ88C52Ofp0lA7iQMImbxQ4VgZA6tzLDBV5qLbTRK2OU4TdWRQuWy46RM+TLnoHP5o2MyL9Nl37vs7F2xzp5D83GyPK1WRQD+mEZB7ZhrbKTjMWhtIF1CmVhqU5\/u\/tpwwV+2skxkTXiXoJOoKEOLg+HRywyvblhZriY1LZO+f+S4sxonasK\/RkXcGrdPo1EUTENU42TAswaQnuQkDKkVWb5Na8FQBA2F1oii4yNBY2qAtSQxBdRSApFssppKU4gkFMfX8O3o64Go9nxbfJOWN\/XWih5\/oCW+x8tb6vL0NkpbXw8cd3a8D3h0w57f\/Pzwcdm5YhXomy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:where([role=\"tablist\"],[role=\"toolbar\"],[hidden],button,.nx-theme-toggle,.nx-live-slot){display:none}#nxe-n2qe62ix.nxe img{max-width:100%;height:auto}<\/style><svg class=\"nx-defs\" aria-hidden=\"true\" focusable=\"false\" width=\"0\" height=\"0\"><defs><linearGradient id=\"nx-gi\" x1=\"0\" y1=\"0\" x2=\"1\" y2=\"1\"><stop offset=\"0\" class=\"nx-gi-a\"\/><stop offset=\"0.55\" class=\"nx-gi-b\"\/><stop offset=\"1\" class=\"nx-gi-c\"\/><\/linearGradient><linearGradient id=\"nx-giu\" gradientUnits=\"userSpaceOnUse\" x1=\"0\" y1=\"0\" x2=\"800\" y2=\"0\"><stop offset=\"0\" class=\"nx-gi-a\"\/><stop offset=\"0.55\" class=\"nx-gi-b\"\/><stop offset=\"1\" class=\"nx-gi-c\"\/><\/linearGradient><linearGradient id=\"nx-gp\" x1=\"0\" y1=\"0\" x2=\"1\" y2=\"1\"><stop offset=\"0\" class=\"nx-gp-a\"\/><stop offset=\"1\" class=\"nx-gp-b\"\/><\/linearGradient><\/defs><\/svg><section class=\"nx-scene nx-es-scene\" data-scene=\"text\" data-ground=\"none\" data-es-org=\"gra\" aria-labelledby=\"nx-scene-title\"><div class=\"nx-scene-intro nx-es-intro\"><p class=\"nx-eyebrow\"><abbr title=\"The Global Risks Alliance\">GRA<\/abbr> \u00b7 Private Credit<\/p><span class=\"nx-scene-rule\" aria-hidden=\"true\"><\/span><p class=\"nx-scene-accent nx-es-sig\"><strong>Spatial finance<\/strong><span>Where capital meets hazard, exposure and transition<\/span><\/p><h1 id=\"nx-scene-title\" class=\"nx-scene-title\">Network science and contagion for private credit<\/h1><p class=\"nx-scene-lede\">Network science maps the links between private credit funds, banks, insurers, sponsors and borrowers. On this platform it shows shared loans, common lenders and funding dependencies through which stress could travel.<\/p><div class=\"nx-actions\"><a class=\"nx-btn\" data-variant=\"primary\" href=\"https:\/\/globalriskalliance.com\/private-credit\/write-to-us\/contact\/\">Make an enquiry <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a class=\"nx-btn\" data-variant=\"secondary\" href=\"https:\/\/globalriskalliance.com\/private-credit\/stem\/\">Back to STEM foundation of Private Credit<\/a><\/div><\/div><\/section><section id=\"nx-s-1-sec\" class=\"nx-section\" data-hue=\"finance\" data-tone=\"alt\" aria-labelledby=\"nx-s-1\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">01<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Register<\/span><\/div><h2 id=\"nx-s-1\" class=\"nx-section-title\">Network science and contagion for private credit on the record.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-es-fig\" data-es-layout=\"console\"><div class=\"nx-hero-panel\"><div class=\"nx-register\"><div class=\"nx-register-head\"><span class=\"nx-eyebrow\"><strong>Method record<\/strong><\/span><span class=\"nx-eyebrow\">STEM method<\/span><\/div><ol class=\"nx-register-rows\"><li><div><span class=\"nx-register-k\">Method<\/span><span class=\"nx-register-v\">Network science and contagion<\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Steward<\/span><span class=\"nx-register-v\"><a class=\"nx-link\" href=\"https:\/\/therisk.global\/systems-modelling\/\">Systems Science and Modelling<\/a><\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Applied in<\/span><span class=\"nx-register-v\">Private Credit<\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Data<\/span><span class=\"nx-register-v\"><a class=\"nx-link\" href=\"#nx-sec-data\">3 inputs<\/a><\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Checks<\/span><span class=\"nx-register-v\"><a class=\"nx-link\" href=\"#nx-sec-checks\">3 validation steps<\/a><\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Canonical page<\/span><span class=\"nx-register-v\"><a class=\"nx-link\" href=\"https:\/\/therisk.global\/stem\/mathematics\/network-science\/\">STEM Commons<\/a><\/span><\/div><\/li><\/ol><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"nx-section\" data-band=\"auto\" data-band-id=\"nx-band-1\" data-hue=\"finance\" aria-label=\"Application, Stress test, Data\"><div class=\"nx-container\"><div class=\"nx-hm-band nx-band\" data-nx-tabs=\"true\" data-active=\"p1\"><div class=\"nx-tablist nx-hm-tabs\" role=\"tablist\" aria-label=\"Application, Stress test, Data\"><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-1-tab-1\" aria-controls=\"nx-sec-application\" aria-selected=\"true\" data-key=\"p1\">Application<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-1-tab-2\" aria-controls=\"nx-sec-instrument\" aria-selected=\"false\" data-key=\"p2\">Stress test<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-1-tab-3\" aria-controls=\"nx-sec-data\" aria-selected=\"false\" data-key=\"p3\">Data<\/button><\/div><section id=\"nx-sec-application\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" data-variant=\"split\" aria-labelledby=\"nx-s-2\" role=\"tabpanel\" data-band-tab=\"nx-band-1-tab-1\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">02<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Application<\/span><\/div><h2 id=\"nx-s-2\" class=\"nx-section-title\">What network science and contagion does here.<\/h2><p class=\"nx-lede\">Network science and contagion study how the structure of connections among entities shapes the spread of failures, information and disease. It provides tools to analyse interdependent infrastructure, supply chains and financial <a class=\"nx-link nx-term\" href=\"https:\/\/docs.therisk.global\/organization\/systems\" data-tc=\"Systems\" data-tk=\"Nexus Standards\" data-td=\"The twenty Nexus systems, NXS-CMD to NXS-LAB\">systems<\/a>. In capital markets and investment and financial stability, network science identifies critical nodes and pathways through which shocks propagate across sectors. It informs targeted protection and diversification to limit cascades. The canonical description is on <a class=\"nx-link\" href=\"https:\/\/therisk.global\/stem\/mathematics\/network-science\/\">the STEM Commons<\/a>.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-cols\"><article><div class=\"nx-glyph-row\"><span class=\"nx-glyph\" data-tone=\"accent\" data-size=\"lg\"><svg class=\"nx-i\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><rect x=\"16\" y=\"16\" width=\"6\" height=\"6\" rx=\"1\"\/><rect x=\"2\" y=\"16\" width=\"6\" height=\"6\" rx=\"1\"\/><rect x=\"9\" y=\"2\" width=\"6\" height=\"6\" rx=\"1\"\/><path d=\"M5 16v-3a1 1 0 0 1 1-1h12a1 1 0 0 1 1 1v3\"\/><path d=\"M12 12V8\"\/><\/svg><\/span><\/div><h3 class=\"nx-h3 nx-mt-2\">Shared loan networks<\/h3><p class=\"nx-p nx-mt-1\">Matching borrowers across fund filings reveals how many funds hold the same loans and how distress at one borrower spreads across lenders.<\/p><\/article><article><div class=\"nx-glyph-row\"><span class=\"nx-glyph\" data-tone=\"accent\" data-size=\"lg\"><svg class=\"nx-i\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><line x1=\"3\" x2=\"21\" y1=\"22\" y2=\"22\"\/><line x1=\"6\" x2=\"6\" y1=\"18\" y2=\"11\"\/><line x1=\"10\" x2=\"10\" y1=\"18\" y2=\"11\"\/><line x1=\"14\" x2=\"14\" y1=\"18\" y2=\"11\"\/><line x1=\"18\" x2=\"18\" y1=\"18\" y2=\"11\"\/><polygon points=\"12 2 20 7 4 7\"\/><\/svg><\/span><\/div><h3 class=\"nx-h3 nx-mt-2\">Funding dependencies<\/h3><p class=\"nx-p nx-mt-1\">Bank facilities to funds and insurer allocations to managers are mapped to show which institutions finance which parts of the market.<\/p><\/article><article><div class=\"nx-glyph-row\"><span class=\"nx-glyph\" data-tone=\"accent\" data-size=\"lg\"><svg class=\"nx-i\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><circle cx=\"12\" cy=\"4.5\" r=\"2.5\"\/><path d=\"m10.2 6.3-3.9 3.9\"\/><circle cx=\"4.5\" cy=\"12\" r=\"2.5\"\/><path d=\"M7 12h10\"\/><circle cx=\"19.5\" cy=\"12\" r=\"2.5\"\/><path d=\"m13.8 17.7 3.9-3.9\"\/><circle cx=\"12\" cy=\"19.5\" r=\"2.5\"\/><\/svg><\/span><\/div><h3 class=\"nx-h3 nx-mt-2\">Stress propagation<\/h3><p class=\"nx-p nx-mt-1\">Simulated borrower defaults are traced through fund leverage and investor links to estimate second-round effects on banks and insurers.<\/p><\/article><\/div><\/div><\/div><\/section><section id=\"nx-sec-instrument\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" data-ns-layout=\"es-wide\" aria-labelledby=\"nx-s-3\" role=\"tabpanel\" data-band-tab=\"nx-band-1-tab-2\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">03<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Stress test<\/span><\/div><h2 id=\"nx-s-3\" class=\"nx-section-title\">How a shock to assets becomes a system loss.<\/h2><p class=\"nx-lede\">The equity the system loses after interbank contagion, against the initial hit, as leverage, interconnection and recovery rates change, the core of a macroprudential <a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-c1\" data-tc=\"NRS-C1 stress-test\" data-tk=\"Nexus risk vocabulary\" data-td=\"An assessment of how a system, portfolio or institution would perform under severe but plausible adverse scenarios, to find weaknesses before they are revealed by events.\" data-ts=\"NRS-C1\" data-tr=\"draft\">stress test<\/a>. Teaching model with stated illustrative values, not a prediction.<\/p><\/div><div class=\"nx-section-body\"><figure class=\"nx-in nx-fk\" id=\"nx-in-private-credit-stem-network-science-0\" data-nxi=\"debtrank\" data-nxi-id=\"debtrank\" data-nxi-z=\"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\" aria-label=\"How a shock to assets becomes a system loss\"><div class=\"nx-in-body\"><div class=\"nx-in-main\"><div class=\"nx-in-tabs\" data-nxi-tabs=\"true\" aria-label=\"Views of the model\" hidden><button type=\"button\" class=\"nx-in-tab\" data-nxi-view=\"result\">Result<\/button><button type=\"button\" class=\"nx-in-tab\" data-nxi-view=\"net\">Network<\/button><button type=\"button\" class=\"nx-in-tab\" data-nxi-view=\"fan\">Uncertainty<\/button><button type=\"button\" class=\"nx-in-tab\" data-nxi-view=\"tornado\">Sensitivity<\/button><button type=\"button\" class=\"nx-in-tab\" data-nxi-view=\"loops\">Loops<\/button><\/div><div class=\"nx-in-stage\" id=\"nx-in-private-credit-stem-network-science-0-stage\" data-nxi-stage=\"true\" data-view=\"result\"><svg class=\"nx-in-svg\" viewBox=\"0 0 720 340\" role=\"img\" aria-label=\"Equity lost\" data-nx-z=\"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\"><\/svg><\/div><p class=\"nx-in-tip\" data-nxi-tip=\"true\" aria-live=\"polite\"><\/p><div class=\"nx-in-bar\" data-nxi-bar=\"true\" role=\"group\" aria-label=\"Play over time\" hidden><button type=\"button\" class=\"nx-in-btn\" data-nxi-prev=\"true\" aria-label=\"Step back\">&#8249;<\/button><button type=\"button\" class=\"nx-in-btn\" data-nxi-play=\"true\" aria-pressed=\"false\">Play<\/button><button type=\"button\" class=\"nx-in-btn\" data-nxi-next=\"true\" aria-label=\"Step forward\">&#8250;<\/button><span class=\"nx-in-step\" data-nxi-step=\"true\" aria-live=\"polite\"><\/span><\/div><\/div><div class=\"nx-in-side\"><p class=\"nx-eyebrow\">Controls<\/p><div class=\"nx-in-ctl\" data-nxi-ctl=\"true\"><dl class=\"nx-in-pv\"><div><dt>Fall in external assets<\/dt><dd>2.0%<\/dd><\/div><div><dt>Leverage (assets over equity)<\/dt><dd>10 times<\/dd><\/div><div><dt>Interbank share of assets<\/dt><dd>10%<\/dd><\/div><div><dt>Recovery on interbank claims<\/dt><dd>40%<\/dd><\/div><div><dt>Banks in the system<\/dt><dd>20<\/dd><\/div><div><dt>Core banks<\/dt><dd>20% of banks<\/dd><\/div><\/dl><\/div><p class=\"nx-eyebrow\">Readouts<\/p><dl class=\"nx-in-out\" data-nxi-out=\"true\" aria-live=\"polite\"><div><dt>Equity lost to the initial shock<\/dt><dd>18.0%<\/dd><\/div><div><dt>Equity lost after contagion<\/dt><dd>45.0%<\/dd><\/div><div><dt>Added by contagion (DebtRank)<\/dt><dd>27.0 points<\/dd><\/div><div><dt>Banks in default<\/dt><dd>0<\/dd><\/div><\/dl><\/div><\/div><details class=\"nx-in-more\"><summary>Numbers, methods and sources<\/summary><div class=\"nx-in-more-in\"><div class=\"nx-in-tblw\" data-nxi-table=\"true\"><table class=\"nx-in-tbl\"><thead><tr><th scope=\"col\">Round<\/th><th scope=\"col\">System equity lost (%)<\/th><th scope=\"col\">Banks in default<\/th><\/tr><\/thead><tbody><tr><th scope=\"row\">0<\/th><td>18.00<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">1<\/th><td>28.80<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">2<\/th><td>35.28<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">3<\/th><td>39.17<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">4<\/th><td>41.50<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">5<\/th><td>42.90<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">6<\/th><td>43.74<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">7<\/th><td>44.24<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">8<\/th><td>44.55<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">9<\/th><td>44.73<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">10<\/th><td>44.84<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">11<\/th><td>44.90<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">12<\/th><td>44.94<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">13<\/th><td>44.96<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">14<\/th><td>44.98<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">15<\/th><td>44.99<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">16<\/th><td>44.99<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">17<\/th><td>45.00<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">18<\/th><td>45.00<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">19<\/th><td>45.00<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">20<\/th><td>45.00<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">21<\/th><td>45.00<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">22<\/th><td>45.00<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">23<\/th><td>45.00<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">24<\/th><td>45.00<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">25<\/th><td>45.00<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">26<\/th><td>45.00<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">27<\/th><td>45.00<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">28<\/th><td>45.00<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">29<\/th><td>45.00<\/td><td>0<\/td><\/tr><tr><th scope=\"row\">30<\/th><td>45.00<\/td><td>0<\/td><\/tr><\/tbody><\/table><\/div><button type=\"button\" class=\"nx-in-btn\" data-nxi-csv=\"true\" hidden>Download the numbers (CSV)<\/button><h4 class=\"nx-h4\">Methods<\/h4><ol class=\"nx-in-meth\"><li>DebtRank <span class=\"nx-in-cite\">Battiston and others (2012), Scientific Reports 2:541<\/span><\/li><li>Differential DebtRank <span class=\"nx-in-cite\">Bardoscia and others (2015), PLOS ONE 10<\/span><\/li><li>Contagion in financial networks <span class=\"nx-in-cite\">Gai and Kapadia (2010), Proc. R. Soc. A 466<\/span><\/li><li>Clearing in financial networks <span class=\"nx-in-cite\">Eisenberg and Noe (2001), Management Science 47<\/span><\/li><li>Uncertainty fan (parameter Monte Carlo) <span class=\"nx-in-cite\">Spiegelhalter, Pearson and Short (2011), Visualising uncertainty about the future, Science 333<\/span><\/li><li>One-at-a-time sensitivity (tornado) <span class=\"nx-in-cite\">Saltelli and others (2008), Global Sensitivity Analysis: The Primer, Wiley<\/span><\/li><\/ol><h4 class=\"nx-h4\">Data<\/h4><p class=\"nx-p\">No observed data enters this model: it runs on the teaching values set by the controls, to be replaced with a programme&#8217;s own evidence.<\/p><\/div><\/details><figcaption class=\"nx-caption\">How a shock to assets becomes a system loss. Illustrative teaching model: it runs on the values set by the controls, not on measured data. Methods: DebtRank (Battiston and others (2012), Scientific Reports 2:541); Differential DebtRank (Bardoscia and others (2015), PLOS ONE 10); Contagion in financial networks (Gai and Kapadia (2010), Proc. R. Soc. A 466).<\/figcaption><div class=\"nx-in-pls\"><p class=\"nx-eyebrow\">Across the six pillars, led by Nexus Consortium<\/p><ul class=\"nx-in-pl\" aria-label=\"Where this instrument connects across the pillars\"><li data-pillar=\"labs\" data-hue=\"social\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Experiments<\/span> <a class=\"nx-link\" href=\"https:\/\/therisk.global\/nexus-labs\/\">Labs<\/a><\/li><li data-pillar=\"foundry\" data-hue=\"infrastructure\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Built in<\/span> <a class=\"nx-link\" href=\"https:\/\/globalriskalliance.com\/private-credit\/foundry\/\">Private Credit in Foundry<\/a><\/li><li data-pillar=\"universe\" data-hue=\"water\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Tested at<\/span> <a class=\"nx-link\" href=\"https:\/\/globalriskalliance.com\/private-credit\/universe\/\">Private Credit in Universe<\/a><\/li><li data-pillar=\"standards\" data-hue=\"biodiversity\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Codified in<\/span> <a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/finance\/\">Finance, Insurance and the Economy in Standards<\/a><\/li><li data-pillar=\"reports\" data-hue=\"energy\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Published in<\/span> <a class=\"nx-link\" href=\"https:\/\/globalriskalliance.com\/private-credit\/reports\/\">Private Credit in Reports<\/a><\/li><li data-pillar=\"academy\" data-hue=\"risk\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Taught in<\/span> <a class=\"nx-link\" href=\"https:\/\/risksacademy.com\/finance-economics\/\">Faculty of Finance and Economics in Academy<\/a><\/li><\/ul><\/div><span class=\"nx-in-keep\" hidden><i data-c=\"c1\"><\/i><i data-c=\"c2\"><\/i><i data-c=\"c3\"><\/i><i data-c=\"c4\"><\/i><i data-c=\"c5\"><\/i><i data-c=\"c6\"><\/i><i data-c=\"l0\"><\/i><i data-c=\"l1\"><\/i><i data-c=\"l2\"><\/i><i data-c=\"l3\"><\/i><i data-c=\"l5\"><\/i><i data-c=\"h3\"><\/i><i data-c=\"neg\"><\/i><i data-c=\"on0\"><\/i><i data-c=\"on1\"><\/i><i data-l=\"0\"><\/i><i data-l=\"1\"><\/i><i data-l=\"2\"><\/i><i data-l=\"3\"><\/i><i data-l=\"4\"><\/i><i data-l=\"5\"><\/i><i data-on=\"0\"><\/i><i data-on=\"1\"><\/i><i data-pol=\"p\"><\/i><i data-pol=\"n\"><\/i><i data-k=\"R\"><\/i><i data-k=\"B\"><\/i><i data-k=\"dash\"><\/i><i data-dash=\"true\"><\/i><i data-view=\"result\"><\/i><i data-nxi-live=\"on\"><\/i><i data-nxi-live=\"off\"><\/i><i class=\"nx-in-svg nx-in-grid nx-in-ax nx-in-tk nx-in-at nx-in-ln nx-in-band nx-in-lbl nx-in-lk nx-in-ref nx-in-reft nx-in-mk nx-in-x nx-in-rect nx-in-val nx-in-rowl nx-in-cl nx-in-arrow nx-in-pol nx-in-cln nx-in-loop nx-in-edge nx-in-node nx-in-nl nx-in-reach nx-in-trib nx-in-agent nx-in-flow nx-in-legend nx-in-sw nx-in-note nx-in-loops nx-in-3d nx-in-cv nx-in-field nx-in-fl nx-in-fv nx-in-range nx-in-btn nx-in-err nx-in-tbl nx-in-cite\"><\/i><\/span><\/figure><\/div><\/div><\/section><section id=\"nx-sec-data\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" aria-labelledby=\"nx-s-4\" role=\"tabpanel\" data-band-tab=\"nx-band-1-tab-3\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">04<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Data<\/span><\/div><h2 id=\"nx-s-4\" class=\"nx-section-title\">What the method consumes.<\/h2><p class=\"nx-lede\">Datasets and records used by network science and contagion on this platform, with the role each plays and the label its values carry. Sources are listed in <a class=\"nx-link\" href=\"https:\/\/globalriskalliance.com\/private-credit\/research\/sources\/\">the source register<\/a>.<\/p><\/div><div class=\"nx-section-body\" data-lv=\"register\"><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Data<\/th><th scope=\"col\">Role<\/th><th scope=\"col\">Label<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Data\">BDC holdings<\/td><td data-label=\"Role\">Loan links<\/td><td data-label=\"Label\"><span class=\"nx-chip\">Published statistics<\/span><\/td><\/tr><tr><td data-label=\"Data\">Supervisory exposure data<\/td><td data-label=\"Role\">Funding links<\/td><td data-label=\"Label\"><span class=\"nx-chip\">Published statistics<\/span><\/td><\/tr><tr><td data-label=\"Data\">Insurer statutory filings<\/td><td data-label=\"Role\">Investor links<\/td><td data-label=\"Label\"><span class=\"nx-chip\">Published statistics<\/span><\/td><\/tr><\/tbody><\/table><\/div><div class=\"nx-live-slot\" data-nxf-slot=\"data\" data-nxf-kind=\"data\" data-nxf-resource=\"nexus:\/\/gra\/A-P10\/stem\/network-science\/#data\" data-nxf-title=\"Method record\" data-nxf-height=\"520\" hidden><\/div><div class=\"nx-live-slot\" data-nxf-slot=\"evidence\" data-nxf-kind=\"evidence\" data-nxf-resource=\"nexus:\/\/gra\/A-P10\/stem\/network-science\/#evidence\" data-nxf-title=\"Evidence\" data-nxf-height=\"520\" hidden><\/div><\/div><\/div><\/section><\/div><\/div><\/section><section class=\"nx-section\" data-band=\"auto\" data-band-id=\"nx-band-2\" data-tone=\"alt\" data-hue=\"finance\" aria-label=\"Exposure, loss and capital, Validation, Connections\"><div class=\"nx-container\"><div class=\"nx-hm-band nx-band\" data-nx-tabs=\"true\" data-active=\"p1\"><div class=\"nx-tablist nx-hm-tabs\" role=\"tablist\" aria-label=\"Exposure, loss and capital, Validation, Connections\"><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-1\" aria-controls=\"nx-sec-audience\" aria-selected=\"true\" data-key=\"p1\">Exposure, loss and capital<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-2\" aria-controls=\"nx-sec-checks\" aria-selected=\"false\" data-key=\"p2\">Validation<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-3\" aria-controls=\"nx-sec-connections\" aria-selected=\"false\" data-key=\"p3\">Connections<\/button><\/div><section id=\"nx-sec-audience\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" aria-labelledby=\"nx-s-5\" role=\"tabpanel\" data-band-tab=\"nx-band-2-tab-1\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">05<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Exposure, loss and capital<\/span><\/div><h2 id=\"nx-s-5\" class=\"nx-section-title\">What network science and contagion for private credit means for exposure, loss and capital.<\/h2><p class=\"nx-lede\">The exposure, loss, scenario and capital views a risk officer, supervisor or ministry of finance would ask for, with the frameworks they report against. Structures follow supervisory and actuarial practice. Values are illustrative: never prices, ratings or advice.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-au\" data-au-voice=\"finance\" data-au-n=\"1\"><figure class=\"nx-au-c\" data-au-fig=\"transmission\"><h3 class=\"nx-h4\">Transmission channels<\/h3><p class=\"nx-p nx-au-what\">How a shock in network science and contagion for private credit reaches credit, market, underwriting, liquidity and operational risk, and feeds back.<\/p><div class=\"nx-au-fig\"><svg class=\"nx-au-svg\" viewBox=\"0 0 560 268\" role=\"img\" aria-label=\"Transmission channels from shocks through micro and macro channels to financial risks\" focusable=\"false\" data-nx-z=\"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\"><\/svg><\/div><figcaption class=\"nx-caption\"><span>Channel structure after the Basel Committee&#8217;s work on climate-related risk drivers and transmission channels; links shown are typical paths, not estimated exposures.<\/span><\/figcaption><\/figure><\/div><div class=\"nx-chips nx-au-fw\" aria-label=\"Frameworks cited\"><span class=\"nx-chip\">NGFS climate scenarios \u00b7 Network for Greening the Financial System<\/span><span class=\"nx-chip\">IFRS S2 Climate-related Disclosures \u00b7 ISSB<\/span><span class=\"nx-chip\">TCFD recommendations \u00b7 Financial Stability Board TCFD<\/span><span class=\"nx-chip\">Principles for the effective management of climate-related financial risks \u00b7 Basel Committee on Banking Supervision<\/span><\/div><\/div><\/div><\/section><section id=\"nx-sec-checks\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" aria-labelledby=\"nx-s-6\" role=\"tabpanel\" data-band-tab=\"nx-band-2-tab-2\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">06<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Validation<\/span><\/div><h2 id=\"nx-s-6\" class=\"nx-section-title\">How results are checked.<\/h2><p class=\"nx-lede\">Models are checked by reproducing observed cascades and outbreaks. Robustness of results to missing or uncertain links is tested.<\/p><\/div><div class=\"nx-section-body\" data-lv=\"ledger\"><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Check<\/th><th scope=\"col\">How it is done<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Check\">Entity matching<\/td><td data-label=\"How it is done\">Borrower and fund names are matched with documented rules<\/td><\/tr><tr><td data-label=\"Check\">Coverage stated<\/td><td data-label=\"How it is done\">Unobserved parts of the network are acknowledged<\/td><\/tr><tr><td data-label=\"Check\">Scenario realism<\/td><td data-label=\"How it is done\">Simulated shocks reflect plausible events<\/td><\/tr><\/tbody><\/table><\/div><p class=\"nx-note nx-mt-3\">Network data are often incomplete or confidential. Static network models may miss adaptive behaviour during cascades.<\/p><\/div><\/div><\/section><section id=\"nx-sec-connections\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" data-variant=\"split\" aria-labelledby=\"nx-s-7\" role=\"tabpanel\" data-band-tab=\"nx-band-2-tab-3\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">07<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Connections<\/span><\/div><h2 id=\"nx-s-7\" class=\"nx-section-title\">Topics that rely on this method.<\/h2><\/div><div class=\"nx-section-body\"><ul class=\"nx-list\" data-nav=\"true\"><li><a class=\"nx-link\" href=\"https:\/\/globalriskalliance.com\/private-credit\/topics\/valuation-and-data-gaps\/\"><span>Valuation and data gaps<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/globalriskalliance.com\/private-credit\/topics\/bank-nonbank-connections\/\"><span>Bank nonbank connections<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/globalriskalliance.com\/private-credit\/topics\/concentration-and-industry\/\"><span>Concentration and industry<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/globalriskalliance.com\/private-credit\/topics\/stress-scenario-methods\/\"><span>Stress scenario methods<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><\/ul><\/div><\/div><\/section><\/div><\/div><\/section><section class=\"nx-section\" data-band=\"auto\" data-band-id=\"nx-band-3\" data-hue=\"finance\" aria-label=\"Stewardship, Connected, Questions\"><div class=\"nx-container\"><div class=\"nx-hm-band nx-band\" data-nx-tabs=\"true\" data-active=\"p1\"><div class=\"nx-tablist nx-hm-tabs\" role=\"tablist\" aria-label=\"Stewardship, Connected, Questions\"><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-3-tab-1\" aria-controls=\"nx-sec-stewardship\" aria-selected=\"true\" data-key=\"p1\">Stewardship<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-3-tab-2\" aria-controls=\"nx-s-9-sec\" aria-selected=\"false\" data-key=\"p2\">Connected<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-3-tab-3\" aria-controls=\"nx-s-10-sec\" aria-selected=\"false\" data-key=\"p3\">Questions<\/button><\/div><section id=\"nx-sec-stewardship\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" aria-labelledby=\"nx-s-8\" role=\"tabpanel\" data-band-tab=\"nx-band-3-tab-1\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">08<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Stewardship<\/span><\/div><h2 id=\"nx-s-8\" class=\"nx-section-title\">Who maintains the method.<\/h2><p class=\"nx-lede\"><a class=\"nx-link\" href=\"https:\/\/therisk.global\/systems-modelling\/\">Systems Science and Modelling<\/a> stewards network science and contagion for the Consortium and reviews how it is applied across platforms.<\/p><\/div><div class=\"nx-section-body\"><p class=\"nx-p\"><a class=\"nx-link\" href=\"https:\/\/therisk.global\/stem\/mathematics\/network-science\/\">Canonical page: Network science and contagion<\/a><\/p><\/div><\/div><\/section><section id=\"nx-s-9-sec\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" aria-labelledby=\"nx-s-9\" role=\"tabpanel\" data-band-tab=\"nx-band-3-tab-2\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">09<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Connected<\/span><\/div><h2 id=\"nx-s-9\" class=\"nx-section-title\">Where this page leads across the Consortium.<\/h2><\/div><div class=\"nx-section-body\"><ul class=\"nx-dest\"><li><a class=\"nx-dest-card\" href=\"https:\/\/therisk.global\/systems-modelling\/stem\/network-science\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Steward platform<\/span><span class=\"nx-dest-host\"><abbr title=\"The Global Centre for Risk and Innovation\">GCRI<\/abbr><\/span><\/span><span class=\"nx-dest-title\">Network science methods<\/span><span class=\"nx-dest-why\">Systems Science and Modelling stewards this method.<\/span><span class=\"nx-dest-go\" aria-hidden=\"true\"><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><\/li><\/ul><\/div><\/div><\/section><section id=\"nx-s-10-sec\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" aria-labelledby=\"nx-s-10\" role=\"tabpanel\" data-band-tab=\"nx-band-3-tab-3\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">10<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Questions<\/span><\/div><h2 id=\"nx-s-10\" class=\"nx-section-title\">Questions and answers.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-faq\"><details><summary>What are the limits of network science and contagion in this field?<\/summary><div class=\"nx-answer\">Network data are often incomplete or confidential. Static network models may miss adaptive behaviour during cascades.<\/div><\/details><details><summary>How are results checked?<\/summary><div class=\"nx-answer\">Models are checked by reproducing observed cascades and outbreaks. Robustness of results to missing or uncertain links is tested.<\/div><\/details><details><summary>Are the values on this page real?<\/summary><div class=\"nx-answer\">The data names, roles and checks are real descriptions of practice. The canvas shows a design of the method&#8217;s use, not a run; no result is reported here.<\/div><\/details><details><summary>Where else is this method applied?<\/summary><div class=\"nx-answer\">The <a class=\"nx-link\" href=\"https:\/\/therisk.global\/stem\/mathematics\/network-science\/\">canonical method page<\/a> lists every platform that applies it.<\/div><\/details><\/div><\/div><\/div><\/section><\/div><\/div><\/section><section id=\"nx-sec-nr-gateway\" class=\"nx-section\" data-hue=\"finance\" data-tone=\"alt\" aria-labelledby=\"nx-nr-gateway-h\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">Reports<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Contribute<\/span><\/div><h2 id=\"nx-nr-gateway-h\" class=\"nx-section-title\">Contribute evidence from this page.<\/h2><p class=\"nx-lede\"><a class=\"nx-link\" href=\"https:\/\/docs.therisk.global\/organization\/programme\/reports\">Reports<\/a> is the Consortium&#8217;s quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.<\/p><div class=\"nx-chips\"><span class=\"nx-chip\">Global Risks Alliance<\/span><span class=\"nx-chip\">Private Credit<\/span><span class=\"nx-chip\">Finance and Insurance Readiness<\/span><span class=\"nx-chip\">Scenario and Stress-Test<\/span><\/div><\/div><div class=\"nx-section-body\"><ul class=\"nx-dest\"><li><a class=\"nx-dest-card\" href=\"https:\/\/globalriskalliance.com\/private-credit\/write-to-us\/contact\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Email<\/span><span class=\"nx-dest-host\">Gateway GW-GRA<\/span><\/span><span class=\"nx-dest-title\">Send it from this page<\/span><span class=\"nx-dest-why\">Evidence, a correction, a case, a method, a review, a translation or profile input. It arrives tagged with this page, so the editor who owns it receives it.<\/span><span class=\"nx-dest-go\" aria-hidden=\"true\"><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><\/li><li><a class=\"nx-dest-card\" href=\"https:\/\/globalriskalliance.com\/nexus-reports\/open-science\/#nx-sec-zenodo\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Zenodo<\/span><span class=\"nx-dest-host\">Open deposit<\/span><\/span><span class=\"nx-dest-title\">Deposit it and submit to the community<\/span><span class=\"nx-dest-why\">Publish your own record on Zenodo with your ORCID iD, then submit it to the Reports community there. Curators review it; the DOI stays yours.<\/span><span class=\"nx-dest-go\" aria-hidden=\"true\"><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><\/li><li><a class=\"nx-dest-card\" href=\"https:\/\/globalriskalliance.com\/nexus-reports\/contribute\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Reports<\/span><span class=\"nx-dest-host\">Global Risks Alliance<\/span><\/span><span class=\"nx-dest-title\">See every way to contribute<\/span><span class=\"nx-dest-why\">The contribution types, how each is reviewed, what credit you receive, the licence and what is never accepted.<\/span><span class=\"nx-dest-go\" aria-hidden=\"true\"><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><\/li><\/ul><div class=\"nx-live-slot\" data-nxf-slot=\"contribute\" data-nxf-kind=\"workflow\" data-nxf-resource=\"nexus:\/\/gra\/private-credit\/stem\/network-science#contribute\" data-nxf-title=\"Contribute evidence\" data-nxf-height=\"480\" hidden><\/div><p class=\"nx-note nx-mt-3\">Never send personal data, sensitive infrastructure detail or anything you have no right to share. 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