Changeset 82e5fb for doc/userguide
- Timestamp:
- May 25, 2021, 11:04:50 PM (4 years ago)
- Branches:
- Candidate_v1.7.0, stable
- Children:
- 91793c
- Parents:
- 889067e
- git-author:
- Frederik Heber <frederik.heber@…> (05/25/21 21:55:59)
- git-committer:
- Frederik Heber <frederik.heber@…> (05/25/21 23:04:50)
- File:
-
- 1 edited
-
doc/userguide/userguide.xml (modified) (2 diffs)
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doc/userguide/userguide.xml
r889067e r82e5fb 2430 2430 --set-threshold 1e-3 \ 2431 2431 --training-file test.dat 2432 --error-file error.dat 2432 2433 </programlisting> 2433 2434 <para>Now, all empirical potential functions are summed up into a … … 2437 2438 potential between oxygen and hydrogen and another angular potential 2438 2439 for the angle between hydrogen, oxygen, and hydrogen atom. Then, we would 2439 fit a function consisting of the sum of the two potentials functions in order to approximate the energy of a single 2440 water molecule (actually, it's the sum of three potentials. As mentioned before, a constant potential is always added to compensate non-bonding energies, i.e. not depending on interatomic distances). Here, the threshold criterion takes the place of the 2441 <emphasis role="bold"> take-best-of</emphasis> option. Here, the minimization is reiterated so often on random (but to some extent chosen from a sensible range) starting parameters until the final L2 error is below 1e-3. Also, all data used 2442 for training, i.e. the tuples consisting of the fragments nuclei 2443 coordinates and the associated energy value are written to the file 2444 <filename>test.dat</filename>. This allows for graphical representation or other 2445 way of analysis, e.g. for a Morse potential between oxygen and hydrogen the bonding energy can be plotted as a one-dimensional function and compared to the "point cloud" of sample points from the fragment term of Born-Oppenheimer surface. It is this point cloud, i.e. the training data, that is written to the file 2446 <filename>test.dat</filename>.</para> 2440 fit a function consisting of the sum of the two potentials functions in 2441 order to approximate the energy of a single water molecule (actually, 2442 it's the sum of three potentials. As mentioned before, a constant 2443 potential is always added to compensate non-bonding energies, i.e. not 2444 depending on interatomic distances). Here, the threshold criterion takes 2445 the place of the<emphasis role="bold"> take-best-of</emphasis> option. 2446 Here, the minimization is reiterated so often on random (but to some 2447 extent chosen from a sensible range) starting parameters until the final 2448 L2 error is below 1e-3. Also, all data used for training, i.e. the tuples 2449 consisting of the fragments nuclei coordinates and the associated energy 2450 value are written to the file <filename>test.dat</filename>. This allows 2451 for graphical representation or other way of analysis, e.g. for a Morse 2452 potential between oxygen and hydrogen the bonding energy can be plotted 2453 as a one-dimensional function and compared to the "point cloud" 2454 of sample points from the fragment term of Born-Oppenheimer surface. 2455 It is this point cloud, i.e. the training data, that is written to the file 2456 <filename>test.dat</filename>. Moreover, the error per fragment is written 2457 to the file <filename>error.dat</filename></para> 2447 2458 <para>Note that you can combine the two ways, i.e. start with a 2448 2459 fit-potential call but give an empty potential file. The resulting
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