Physical Transformation AtlasPTA
Claim · claim:temperature-drives-shape-memory

Temperature gradient —drives→ Thermal shape-memory effect

The atlas records this claim as established: a temperature gradient drives the thermal shape-memory effect under the conditions below.

establishedK6 · working transducerledger thermal → mechanical · loss to thermalno record-level review date

Exploreconditions · evidence · matrix context · uses · cite

2cited sources26enumerated routes using it2routes with composition evidence2recorded pathways

Conditions

  • a shape-memory alloy (NiTi) cycled between a hot reservoir above its austenite finish temperature and a cold one below its martensite finish temperature, under load
regime: solid · temperature gradient required

Evidence · 2

  1. [1]
    K. Otsuka (ed.), C. M. Wayman (ed.). Shape Memory Materials (1998)
    Cambridge University Press · book, no DOI · record
  2. [2]
    P. Kumar et al.. Shape memory alloy engine for high efficiency low-temperature gradient thermal to electrical conversion (2019)
    Applied Energy 251, 113277 · doi:10.1016/j.apenergy.2019.05.080 · crossref ✓ 2026-09-20 · record

Matrix cells this relation feeds

D = disequilibrium row · C = coupling family column. A cell reads the state of the atlas for that pair.

Uses of this claim

recorded pathways · 2
other enumerated routes · 24

Cite this claim

Physical Transformation Atlas (2026). claim claim:temperature-drives-shape-memory: Temperature gradient —drives→ Thermal shape-memory effect. Dataset revision rbfbfcbb70e57 (hash of the canonical data). https://physical-transformation-atlas.wldud5192.workers.dev/claim/temperature-drives-shape-memory

Ids and matrix addresses are stable across revisions; the revision hash identifies the exact canonical files the record was compiled from and is meta.data_hash in every /api export. Reuse terms: see the license field in any export.