Pith Number

pith:7PLVWXE6

pith:2024:7PLVWXE6KDPFRXHOVKKFEMSYVF

not attested not anchored not stored refs pending

Harnessing Loss Decomposition for Long-Horizon Wave Predictions via Deep Neural Networks

Indu Kant Deo, Rajeev Jaiman

arxiv:2412.02924 v1 · 2024-12-04 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7PLVWXE6KDPFRXHOVKKFEMSYVF}

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	2026-07-05T09:44:22.009072Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fbd75b5c9e50de58dceeaa94523258a972246cda8a4dcbc8b49864c6a76f0726

Aliases

arxiv: 2412.02924 · arxiv_version: 2412.02924v1 · doi: 10.48550/arxiv.2412.02924 · pith_short_12: 7PLVWXE6KDPF · pith_short_16: 7PLVWXE6KDPFRXHO · pith_short_8: 7PLVWXE6

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/7PLVWXE6KDPFRXHOVKKFEMSYVF \
  | 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: fbd75b5c9e50de58dceeaa94523258a972246cda8a4dcbc8b49864c6a76f0726

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7a1d5212d999011ff9d5907889bbd8bba2d613336c20a7cc4c113d2cc638b6a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-04T00:27:54Z",
    "title_canon_sha256": "07dbb3d51ec877a1642cd7a640a4935c7f960da32a1f6a4e2b055b66f6da1865"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02924",
    "kind": "arxiv",
    "version": 1
  }
}