open_problem: ax-2606.07327-e19bc0ac

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-e19bc0ac Can MLIPs scale to do more useful simulations? (In the context of MLIPs, scalability may refer to the ability to handle larger atomistic systems, longer simulation timescales, larger and more expressive models, or higher-throughput ensemble simulations. Current foundation models, such as MACE-MP , have shown success in many applications, ranging from solid-state electrolytes and heterogeneous catalysis to organic drug-like molecules . However,…) 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

Links from other tables