Pith Number

pith:XOEPLDEH

pith:2024:XOEPLDEHTGTHIAISFVJGILUJQK

not attested not anchored not stored refs pending

Reinforcement learning for anisotropic p-adaptation and error estimation in high-order solvers

David Huergo, Eduardo Jan\'e, Esteban Ferrer, Gonzalo Rubio, Mart\'in de Frutos, Oscar A. Marino

arxiv:2407.19000 v2 · 2024-07-26 · physics.flu-dyn · cs.LG · physics.comp-ph

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XOEPLDEHTGTHIAISFVJGILUJQK}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Transfer learning-enhanced deep reinforcement learning for aerodynamic airfoil optimisation subject to structural constraints

Receipt and verification

First computed	2026-07-05T09:15:35.350739Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb88f58c8799a67401122d52642e8982bf5860245f5eda48f7bca461592a7fc2

Aliases

arxiv: 2407.19000 · arxiv_version: 2407.19000v2 · doi: 10.48550/arxiv.2407.19000 · pith_short_12: XOEPLDEHTGTH · pith_short_16: XOEPLDEHTGTHIAIS · pith_short_8: XOEPLDEH

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/XOEPLDEHTGTHIAISFVJGILUJQK \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: bb88f58c8799a67401122d52642e8982bf5860245f5eda48f7bca461592a7fc2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9bafd6c5661dc395eda1e727e1e6265fb44db53576a9a9a3cbfe2296b8ca3176",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "physics.flu-dyn",
    "submitted_at": "2024-07-26T17:55:23Z",
    "title_canon_sha256": "04a478f3290c0b5227d5981863fd62df0edc042d2d8b60a6ff11fe4d07f1d7ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19000",
    "kind": "arxiv",
    "version": 2
  }
}