Pith Number

pith:NQNXRSVY

pith:2024:NQNXRSVY224A2G52CTN75TWELB

not attested not anchored not stored refs pending

Emulating the Global Change Analysis Model with Deep Learning

Abigail Snyder, Andrew Holmes, Brenna Nieva, Brian Hutchinson, Claudia Tebaldi, Hidemi Mitani Shen, Logan Sizemore, Matt Jensen, Sarah Coffland, Seth Bassetti

arxiv:2412.08850 v1 · 2024-12-12 · econ.GN · cs.LG · cs.NE · q-fin.EC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NQNXRSVY224A2G52CTN75TWELB}

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

Optimal scenario design for climate emulation

Receipt and verification

First computed	2026-07-05T09:48:02.719290Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c1b78cab8d6b80d1bba14dbfecec45865514559866f427711c876121e77fafe

Aliases

arxiv: 2412.08850 · arxiv_version: 2412.08850v1 · doi: 10.48550/arxiv.2412.08850 · pith_short_12: NQNXRSVY224A · pith_short_16: NQNXRSVY224A2G52 · pith_short_8: NQNXRSVY

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/NQNXRSVY224A2G52CTN75TWELB \
  | 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: 6c1b78cab8d6b80d1bba14dbfecec45865514559866f427711c876121e77fafe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "546fd0e65d208632c80deb935535df6285f79f4c20306ba893120deac4571aca",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE",
      "q-fin.EC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "econ.GN",
    "submitted_at": "2024-12-12T01:12:55Z",
    "title_canon_sha256": "230c3463497718824e4069c4fb42a88258ebb9e29698c7bce5367d9f91e17eb9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08850",
    "kind": "arxiv",
    "version": 1
  }
}