Pith Number

pith:PHIQ4TAX

pith:2025:PHIQ4TAXOC2HKBDEEGSSGGK5FC

not attested not anchored not stored refs pending

Mask-PINNs: Mitigating Internal Covariate Shift in Physics-Informed Neural Networks

Feilong Jiang, Jianqiao Ye, Min Xia, Xiaonan Hou

arxiv:2505.06331 v3 · 2025-05-09 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PHIQ4TAXOC2HKBDEEGSSGGK5FC}

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.

Receipt and verification

First computed	2026-07-05T12:02:45.945468Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79d10e4c1770b475046421a523195d289917852a678a07e709810bc14eef1e1d

Aliases

arxiv: 2505.06331 · arxiv_version: 2505.06331v3 · doi: 10.48550/arxiv.2505.06331 · pith_short_12: PHIQ4TAXOC2H · pith_short_16: PHIQ4TAXOC2HKBDE · pith_short_8: PHIQ4TAX

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/PHIQ4TAXOC2HKBDEEGSSGGK5FC \
  | 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: 79d10e4c1770b475046421a523195d289917852a678a07e709810bc14eef1e1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "339a96e80facfc33908deae02907902f17163b88f8269169469b4b73715981f6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-09T15:38:52Z",
    "title_canon_sha256": "2e3ed19569bf8372135b0c2d78b33612384a1de62a37c967f45f9c5e13b5ea54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.06331",
    "kind": "arxiv",
    "version": 3
  }
}