open_problem: ax-2606.07327-ed49aa87
This data as json
| id | statement | domain | sourced_how | source_url | cheapest_test | status | claimed_by | sourced_by | shape | created_ts | updated_ts |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ax-2606.07327-ed49aa87 | Can MLIPs really handle long-range interactions, and does it matter? (As discussed previously, one approach to generating better models is to include long-range interactions. The locality of interactions in MLIPs is in part justified by Kohn’s ‘near-sightedness’ principle . However, there are many different systems where it has been shown in the literature that it is beneficial to include long-range interactions to fully describe the physics of the system: notably,…) | condensed matter physics / cond-mat.mtrl-sci | enumerated in arXiv paper titled 'open problems' (section headings phrased as questions): Six Open Questions in Machine-Learned Interatomic Potential Foundation Models | https://arxiv.org/abs/2606.07327 | open | ts-synth | unclassified | 2026-09-02T17:57:21Z | 2026-09-02T17:57:21Z |
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