Issues

• Per-subset UQ propagation for convergence: the uq block is a CV replay, not a propagation

  enhancement
  ITISFoundation/itis-sumo#81 · Filter by author JavierGOrdonnez opened on Nov 2, 2026
  1

• Surface epistemic/aleatoric decomposition (parameter-only overlay) from uncertainty draws — design rescue from mmux branch

  ITISFoundation/itis-sumo#77 · Filter by author JavierGOrdonnez opened on Oct 26, 2026

• Study principled sample-size selection for UQ propagation & Sobol' design (d-aware budget vs adaptive doubling)

  ITISFoundation/itis-sumo#76 · Filter by author JavierGOrdonnez opened on Oct 26, 2026

• Engine-level CodSpeed benchmarks for the itis_sumo.api surface (true backend speed testing)

  ITISFoundation/itis-sumo#57 · Filter by author JavierGOrdonnez opened on Oct 13, 2026

• Move the CodSpeed Python benchmarks for the Dakota processing suites here from mmux_vite

  ITISFoundation/itis-sumo#56 · Filter by author JavierGOrdonnez opened on Oct 13, 2026

• Decide the canonical Sobol' sampling box: observed bounds vs mean ± 2.5σ (DOMAIN ⊥ DISTRIBUTION)

  ITISFoundation/itis-sumo#55 · Filter by author JavierGOrdonnez opened on Oct 12, 2026

• Concurrent engine runs corrupt each other: working_directory() mutates process cwd

  ITISFoundation/itis-sumo#53 · Filter by author JavierGOrdonnez opened on Oct 1, 2026

• CI: Codecov upload needs an org-admin-provisioned CODECOV_TOKEN

  help wanted
  ITISFoundation/itis-sumo#38 · Filter by author JavierGOrdonnez opened on Aug 19, 2026

• Dakota issue 17: make surrogate serialization preserve preprocessing

  epic:dakota-issuesstatus:in-progresstriage:wrapper-technical
  Bug

  ITISFoundation/itis-sumo#14 · Filter by author JavierGOrdonnez opened on Aug 19, 2026
  1

• Dakota issue 12: support finite-data base surrogate workflows

  epic:dakota-issuesstatus:in-progresstriage:modeling
  Feature

  ITISFoundation/itis-sumo#15 · Filter by author JavierGOrdonnez opened on Aug 19, 2026
  1

• Dakota issue 15: improve model validation and residual reporting

  epic:dakota-issuesstatus:in-progresstriage:modeling
  Feature

  ITISFoundation/itis-sumo#16 · Filter by author JavierGOrdonnez opened on Aug 19, 2026
  1

• Dakota issue 7: provide strict Pareto output handling

  epic:dakota-issuesstatus:in-progresstriage:modeling
  Feature

  ITISFoundation/itis-sumo#17 · Filter by author JavierGOrdonnez opened on Aug 19, 2026
  1

• Dakota issue 10: define HDF5 and multi-call safety

  epic:dakota-issuesstatus:not-startedtriage:needs-testing
  Task

  ITISFoundation/itis-sumo#20 · Filter by author JavierGOrdonnez opened on Aug 19, 2026

• Dakota issue 9: make Dakota stdout parsing version-tolerant

  epic:dakota-issuesstatus:in-progresstriage:wrapper-technical
  Bug

  ITISFoundation/itis-sumo#22 · Filter by author JavierGOrdonnez opened on Aug 19, 2026
  1

• Dakota issue 14: add a GP nugget option

  epic:dakota-issuesstatus:not-startedtriage:modeling
  Feature

  ITISFoundation/itis-sumo#21 · Filter by author JavierGOrdonnez opened on Aug 19, 2026

• Dakota issue 6: handle ill-conditioned matrices at runtime

  epic:dakota-issuesstatus:not-startedtriage:wrapper-technical
  Bug

  ITISFoundation/itis-sumo#23 · Filter by author JavierGOrdonnez opened on Aug 19, 2026

• Dakota issue 2: validate and normalize seeds

  epic:dakota-issuesstatus:in-progresstriage:wrapper-technical
  Bug

  ITISFoundation/itis-sumo#25 · Filter by author JavierGOrdonnez opened on Aug 19, 2026
  1

• Dakota issue 18: handle anisotropic GP modeling

  epic:dakota-issuesstatus:not-startedtriage:modeling
  Feature

  ITISFoundation/itis-sumo#26 · Filter by author JavierGOrdonnez opened on Aug 19, 2026

• Dakota issue 4: support batch and non-batch callback modes

  epic:dakota-issuesstatus:not-startedtriage:wrapper-technical
  Bug

  ITISFoundation/itis-sumo#27 · Filter by author JavierGOrdonnez opened on Aug 19, 2026

• Dakota issue 16: provide inverse UQ and calibration workflow

  epic:dakota-issuesstatus:not-startedtriage:modeling
  Feature

  ITISFoundation/itis-sumo#28 · Filter by author JavierGOrdonnez opened on Aug 19, 2026

• Dakota issue 11: implement public prescaling and log scaling

  epic:dakota-issuesstatus:in-progresstriage:modeling
  Feature

  ITISFoundation/itis-sumo#29 · Filter by author JavierGOrdonnez opened on Aug 19, 2026
  1

• Dakota issue 13: expose context-aware optimization parametrization

  epic:dakota-issuesstatus:in-progresstriage:modeling
  Feature

  ITISFoundation/itis-sumo#30 · Filter by author JavierGOrdonnez opened on Aug 19, 2026
  1

• Epic: Resolve Dakota technical issues from mmux_python#3

  enhancementEPIC
  Feature

  ITISFoundation/itis-sumo#12 · Filter by author JavierGOrdonnez opened on Aug 19, 2026
  

• Maybe move Dakota logs away from backend logs, to a separate stream (or even a separate backend?)

  ITISFoundation/itis-sumo#46 · Filter by author JavierGOrdonnez opened on Jun 19, 2025