10 votes

If total energies differ across different software, how do I decide which software to use?

"how do I decide on which algorithm/software to use if the total energies are different across algorithms/software?" You can use any algorithm or software to calculate your total energies, ...
Nike Dattani's user avatar
  • 33.6k
6 votes
Accepted

Determine Forces from a Bond Angle Potential

Your first question -- writing out analytical forms for forces from potential functions -- is the hardest of the lot. For manual derivations the chain rule is often useful, and your workings already ...
Shern Ren Tee's user avatar
5 votes
Accepted

How to Derive the Kong-Chakrabarty Mixing Rules

I will focus on deriving equations (3) and (4) from equations (6) and (7). In brief: we use equation (7) to derive $r_j$ as a function of $r_i$, and then differentiate (6) in $r_i$ to derive the ...
Shern Ren Tee's user avatar
5 votes

How may I create an interatomic potential using DFT?

Developing a potential requires three steps, and then iteration over these steps, as described: (i) Training data Density functional theory (DFT) training data, often in the form of MD NPT simulations,...
Andy Duff's user avatar
4 votes
Accepted

Parameterizing a Tersoff Potential in LAMMPS

This is a great example of how MD potentials are meant to fit substances for particular purposes. The Tersoff potential is meant to fit the cohesive energy of solid-state structures by modifying the ...
Shern Ren Tee's user avatar
4 votes
Accepted

What is the gold standard ab initio pair-potential between two water molecules?

I'm not an expert, but I believe Paesani's many-body MBPol force fields Acc. Chem. Res. 49, 1844 (2016) afford some of the most accurate descriptions of the interactions between water molecules. The ...
Susi Lehtola's user avatar
3 votes
Accepted

Exclusion of Lennard-Jones potential between O-H and H-H in water models

The original publications may give some reason for omitting HH and OH Lennard-Jones terms -- but my first assumption would certainly be computational simplicity. Having said that, these models are ...
Shern Ren Tee's user avatar
3 votes

Developing a machine-learned interatomic potential for molecular dynamics

I think this paper can help you: Quantum neural networks force fields generation Oriel Kiss, Francesco Tacchino, Sofia Vallecorsa and Ivano Tavernelli Mach. Learn.: Sci. Technol. 3 035004 (2022) DOI: ...
Camps's user avatar
  • 22.3k
1 vote

Potential of mean force from potential energy

Your definition for "a potential of mean force" (or PMF) is not correct. The PMF of a probe from a reference particle is the potential energy change when the probe is moved towards or ...
Shern Ren Tee's user avatar

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