Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Features Remeshing support including in fluid, cfpdes and heat toolboxes and added some quality indicators/metrics Support for rigid and elastic bodies in fluid toolbox Support for magnetostatic in cfpdes with Hcurl FE Homogeneize postprocess across toolboxes More python bindings eg. remeshing and toolboxes What's Changed Added cmake Presets support by @prudhomm see #1705 Added pyfeelpp-all component (only available in Preset) as a meta component to compile only feelpp python wrappers by @prudhomm Improved python wrappers for. toolboxes added tests for all supported toolboxes in python fixed result directory Use ghcr.io as container registry by @prudhomm see Feel++ packages Feature/toolboxes refactoring hdg by @romainhild https://github.com/feelpp/feelpp/pull/1715 added hdg testsuite including in time fixed handling of FMU when coupling through IBC conditions design. closer to other toolboxes, in particuler use the postprocess tools Hdg refactoring by @romainhild in https://github.com/feelpp/feelpp/pull/1463 Feature/toolboxes refactoring by @vincentchabannes in https://github.com/feelpp/feelpp/pull/1416 Fix/minmax by @metivett in https://github.com/feelpp/feelpp/pull/1486 VSCODE: limit make jobs and do not configure on open by @PhilippeRicka in https://github.com/feelpp/feelpp/pull/1502 Feature/quickstart by @prudhomm in https://github.com/feelpp/feelpp/pull/1496 Patch: fix eigen lapack linkage by @metivett in https://github.com/feelpp/feelpp/pull/1523 Feature/geim 2 by @romainhild in https://github.com/feelpp/feelpp/pull/1528 Prudhomm/issue1533 by @prudhomm in https://github.com/feelpp/feelpp/pull/1535 Remove soption("json") before checking if present by @romainhild in https://github.com/feelpp/feelpp/pull/1537 Feature/toolboxes refactoring by @vincentchabannes in https://github.com/feelpp/feelpp/pull/1522 Feature/toolboxes refactoring by @vincentchabannes in https://github.com/feelpp/feelpp/pull/1553 Prudhomm/issue1554 by @prudhomm in https://github.com/feelpp/feelpp/pull/1556 Feature/description parameters by @prudhomm in https://github.com/feelpp/feelpp/pull/1565 add cpr to contrib #1563 by @prudhomm in https://github.com/feelpp/feelpp/pull/1564 update boost hana by @prudhomm in https://github.com/feelpp/feelpp/pull/1560 update eigen3 by @prudhomm in https://github.com/feelpp/feelpp/pull/1562 Feature/toolboxes refactoring by @vincentchabannes in https://github.com/feelpp/feelpp/pull/1566 Remesh by @prudhomm in https://github.com/feelpp/feelpp/pull/1572 Bump JamesIves/github-pages-deploy-action from 3.5.9 to 4.0.0 by @dependabot in https://github.com/feelpp/feelpp/pull/1574 Feature/compilation perf se by @vincentchabannes in https://github.com/feelpp/feelpp/pull/1576 Mordicus by @prudhomm in https://github.com/feelpp/feelpp/pull/1558 groovy-boost171 by @prudhomm in https://github.com/feelpp/feelpp/pull/1578 fix #1580 use namespace Feelpp to link toolboxes by @romainhild in https://github.com/feelpp/feelpp/pull/1584 Feature/issue1456 and fix debug by @vincentchabannes in https://github.com/feelpp/feelpp/pull/1586 Bump JamesIves/github-pages-deploy-action from 4.0.0 to 4.1.0 by @dependabot in https://github.com/feelpp/feelpp/pull/1585 Bump JamesIves/github-pages-deploy-action from 4.1.0 to 4.1.1 by @dependabot in https://github.com/feelpp/feelpp/pull/1600 Hdg stokes by @prudhomm in https://github.com/feelpp/feelpp/pull/1599 Features/cfpde rand hdg by @prudhomm in https://github.com/feelpp/feelpp/pull/1608 add linear elasticity case for cfpdes #1607 by @VLCeline in https://github.com/feelpp/feelpp/pull/1609 Fix hdg_poisson application #1605 by @romainhild in https://github.com/feelpp/feelpp/pull/1613 Bump actions/checkout from 2 to 2.3.4 by @dependabot in https://github.com/feelpp/feelpp/pull/1615 Feature/meshstructured by @vincentchabannes in https://github.com/feelpp/feelpp/pull/1622 Add the folder three_sphere_2D containing 3 files (cfg, geo and json) to moving_body by @youssefessousy in https://github.com/feelpp/feelpp/pull/1631 Feature/functionexpr by @metivett in https://github.com/feelpp/feelpp/pull/1627 Feature/toolbox fluid expr by @vincentchabannes in https://github.com/feelpp/feelpp/pull/1657 Romainhild/issue1652 by @romainhild in https://github.com/feelpp/feelpp/pull/1655 Add support for coefficientformpdes toolbox in toolboxmor by @romainhild in https://github.com/feelpp/feelpp/pull/1589 fix #1635 by @romainhild in https://github.com/feelpp/feelpp/pull/1641 Remove bintray from doxygen workflow by @Trophime in https://github.com/feelpp/feelpp/pull/1634 fix test_exprevaluator in parallel @vincentchabannes by @romainhild in https://github.com/feelpp/feelpp/pull/1658 Prudhomm/issue1626 by @prudhomm in https://github.com/feelpp/feelpp/pull/1629 Feature/toolbox cfpdes dg nedelec by @vincentchabannes in https://github.com/feelpp/feelpp/pull/1665 fix geometry of thermal-fin by @thomas-saigre in https://github.com/feelpp/feelpp/pull/1671 Feature/distancetorange by @metivett in https://github.com/feelpp/feelpp/pull/1682 Feature/swimmer rotation by @vincentchabannes in https://github.com/feelpp/feelpp/pull/1679 Fix/mor benchmarkgrepl by @romainhild in https://github.com/feelpp/feelpp/pull/1681 Feature/toolboxes remesh by @vincentchabannes in https://github.com/feelpp/feelpp/pull/1695 [GPL] Delete LICENSE.adoc (duplicate file and incompatible license) by @loumalouomega in https://github.com/feelpp/feelpp/pull/1694 Feature/python-remesh by @prudhomm in https://github.com/feelpp/feelpp/pull/1688 New Contributors @PhilippeRicka made their first contribution in https://github.com/feelpp/feelpp/pull/1502 @dependabot made their first contribution in https://github.com/feelpp/feelpp/pull/1574 @VLCeline made their first contribution in https://github.com/feelpp/feelpp/pull/1609 @youssefessousy made their first contribution in https://github.com/feelpp/feelpp/pull/1631 @thomas-saigre made their first contribution in https://github.com/feelpp/feelpp/pull/1671 @loumalouomega made their first contribution in https://github.com/feelpp/feelpp/pull/1694 <strong>Full Changelog</strong>: https://github.com/feelpp/feelpp/compare/v0.108.0...v0.109.0
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.009 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it