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Shared relaxation-mode recovery from ambiguous complex-response spectra

  • Task ID: materials.relaxation_mode_recovery
  • Domain: materials
  • Subdomain: relaxation_spectroscopy
  • Status: final
  • Benchmark set: seed42 (60 tasks)
  • Tags: relaxation_spectroscopy, impedance, distribution_of_relaxation_times, model_order_selection, inverse_problem, data_exploration, hidden_latent, ill_posed

Runtime and requirements

  • Estimated time: 40-120 minutes
  • Python: >=3.10
  • Packages: numpy>=1.26, scipy>=1.11
  • GPU required: no
  • Network required: no

Public input and output contract

Inputs

  • data/curves.csv (data): Complex response curves (curve, x, re, im) on a shared log-x grid
  • data/meta.json (data): Grid description and number of curves

Outputs

  • analysis.py (code): Agent script that recovers the shared mode set from the curves.
  • results/modes.csv (data): Recovered shared mode set: one row per mode (tau, a_0..a_{M-1})

Public repository files

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Provenance

This task is included in the current seed42 benchmark set at dataset revision f11a199f71fb4b854ac43a1bf548d5df519141a9.

This page is generated only from files tracked in the public ASI-Bench repository at commit c9c1ba960854. Submission bundles, run logs, private scoring configuration, and private reference answers are not read by this page generator.