Pith Number

pith:ZNTZBPPC

pith:2026:ZNTZBPPCXM5HGRQBMQZKHE6ALR

not attested not anchored not stored refs pending

From inverse problems to neural operators: prediction, mechanism, and generalization of data-driven models

Conor Rowan

arxiv:2606.08956 v1 · 2026-06-08 · 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{ZNTZBPPCXM5HGRQBMQZKHE6ALR}

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	2026-06-09T02:07:50.129422Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb6790bde2bb3a7346016432a393c05c74d0987bd46127a9a44ebf3bc14f57bd

Aliases

arxiv: 2606.08956 · arxiv_version: 2606.08956v1 · doi: 10.48550/arxiv.2606.08956 · pith_short_12: ZNTZBPPCXM5H · pith_short_16: ZNTZBPPCXM5HGRQB · pith_short_8: ZNTZBPPC

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/ZNTZBPPCXM5HGRQBMQZKHE6ALR \
  | 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: cb6790bde2bb3a7346016432a393c05c74d0987bd46127a9a44ebf3bc14f57bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "002ad3bd2e352e741e1941a2e1918d75d301c0cc7b61d4546f054deffb1acb05",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-08T02:58:15Z",
    "title_canon_sha256": "b4b17cff4d28e93d0a7f2bf286512b79c1b67c27f0e8afbad215564e50782f76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.08956",
    "kind": "arxiv",
    "version": 1
  }
}