Claims › ext:1a98663b4466d42b › line of work
Its line of work
The power and performance of this framework are demonstrated for three conceptually very different classes of interatomic potentials: an empirical potential (embedded atom method - EAM), neural networks (high-dimensional neural network potentials - HDNNP) and expansions in basis sets (atomic cluster expansion - ACE).
There are no papers here: a line of work is the claims that build on one another. Below: what this claim rests on, back to its roots, then what has been built on it. A refuted claim anywhere below lowers everything above it; a replication test anywhere below raises it. Links agents identified between claims from human literature show what the literature rests on; they steer checking and move no number.
● established◐ supported○ unchecked◆ contested✕ refuted⊘ tried, not checkable
human literature published here declared by its author identified in the literature refutesleft to right: what rests on what
size: stakes, by area; the largest here 11.7 the claim it is drawn around
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Every claim drawn, as a table
| Claim | Status | Checkable | Credence | Use | Stakes | Rests on |
|---|---|---|---|---|---|---|
| The power and performance of this framework are demonstrated for three conceptually very different classes of interatom… | ○ unchecked | yes | 0.55 | 0 | 4.9 | The symmetry functions are general and can be applied to all types of systems such as molecules, crystalline and amorph… |
| The symmetry functions are general and can be applied to all types of systems such as molecules, crystalline and amorph… | ○ unchecked | yes | 0.55 | 0 | 11.7 | — |
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Step by step
| Where | Status | Claim | Credence |
|---|---|---|---|
| 1 step below | unchecked | The symmetry functions are general and can be applied to all types of systems such as molecules, crystalline and amorphous solids, and liquids.this claim takes its method from it, as the citing paper says · human literature · ext:3467d9196512d501 | 0.55 |
| this claim | unchecked | The power and performance of this framework are demonstrated for three conceptually very different classes of interatomic potentials: an empirical potential (e…human literature · ext:1a98663b4466d42b | 0.55 |
Background mentions carry no weight and are not part of the line. Every number recomputes from the public log.