|
1002 | 1002 | "We find that the committor is constant within the metastable sets defined above.\n", |
1003 | 1003 | "Transition regions can be identified by committor values $\\approx 0.5$.\n", |
1004 | 1004 | "\n", |
1005 | | - "## Computing experimental observables [➜ 📓](07-expectations-and-observables.ipynb)\n", |
| 1005 | + "## Computing experimental observables [➜ 📓](06-expectations-and-observables.ipynb)\n", |
1006 | 1006 | "\n", |
1007 | 1007 | "Having thoroughly constructed, validated, and analyzed our MSM,\n", |
1008 | 1008 | "we may want to take the next step and compare our model to experimental data.\n", |
1009 | 1009 | "PyEMMA enables computation of stationary as well as dynamic experimental observables;\n", |
1010 | 1010 | "below we give give some examples of this.\n", |
1011 | 1011 | "We will make use of some external library functionality provided by MDTraj <a id=\"ref-9\" href=\"#cite-mdtraj\">mcgibbon-15</a>.\n", |
1012 | 1012 | "\n", |
1013 | | - "Theoretical backgrounds can be found here:\n", |
| 1013 | + "[Notebook 06](06-expectations-and-observables.ipynb) includes a brief summary of the theory used in below.\n", |
| 1014 | + "More in-depth descriptions of the theory and their applications to various data can be found in the following references:\n", |
1014 | 1015 | "- <a id=\"ref-10\" href=\"#cite-simon-amm\">olsson-17</a>\n", |
1015 | 1016 | "- <a id=\"ref-11\" href=\"#cite-noe-fingerprints\">noe-11</a>\n", |
1016 | 1017 | "- <a id=\"ref-12\" href=\"#cite-simon-mech-mod-nmr\">olsson-16</a>\n", |
|
1182 | 1183 | "metadata": {}, |
1183 | 1184 | "source": [ |
1184 | 1185 | "As for the stationary expectation (ensemble averages) considered above,\n", |
1185 | | - "we can use our pre-computed SASA vector to compute the auto-correlation function of trypotophan flourescene using the MSM `correlation()` method:" |
| 1186 | + "we can use our pre-computed SASA vector to compute the auto-correlation function of trypotophan flourescene using the MSM `correlation()` method (See [Notebook 06](06-expectations-and-observables.ipynb#Dynamic/kinetic-experimental-observables) for details):" |
1186 | 1187 | ] |
1187 | 1188 | }, |
1188 | 1189 | { |
|
1234 | 1235 | "Note the scale on the $y$-axis: this amplitude is likely too small to be experimentally measurable considering experimental uncertainty.\n", |
1235 | 1236 | "\n", |
1236 | 1237 | "However, using more advanced experimental setups such as stopped flow, T-jump, P-jump, and others,\n", |
1237 | | - "we can prepare our ensemble in a non-equilibrium initial condition.\n", |
| 1238 | + "we can prepare our ensemble in a non-equilibrium initial condition. (See [Notebook 06](06-expectations-and-observables.ipynb#Dynamic/kinetic-experimental-observables) for details)\n", |
1238 | 1239 | "\n", |
1239 | 1240 | "Let us say we can experimentally prepare a sample to only be in metastable state $\\mathcal{S}_1$.\n", |
1240 | 1241 | "In this case, the initial condition will be given by the metastable distribution of metastable state $\\mathcal{S}_1$, $p_0$.\n", |
|
0 commit comments