Pith Number

pith:RWD65DOK

pith:2023:RWD65DOKWVWDAQ7STCCKNLIGI6

not attested not anchored not stored refs pending

Learning stiff chemical kinetics using extended deep neural operators

Ameya D. Jagtap, Bryan T. Susi, George Em Karniadakis, Hessam Babaee, Somdatta Goswami

arxiv:2302.12645 v1 · 2023-02-23 · physics.chem-ph · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RWD65DOKWVWDAQ7STCCKNLIGI6}

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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

Parameterized Representations via Implicit Stochastic Modulation for High-Dimensional and High-Order Neural PDE Solvers

Receipt and verification

First computed	2026-07-05T05:45:19.658816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d87ee8dcab56c3043f29884a6ad0647b982eaf8c605657bf148d61d1941caa5

Aliases

arxiv: 2302.12645 · arxiv_version: 2302.12645v1 · doi: 10.48550/arxiv.2302.12645 · pith_short_12: RWD65DOKWVWD · pith_short_16: RWD65DOKWVWDAQ7S · pith_short_8: RWD65DOK

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/RWD65DOKWVWDAQ7STCCKNLIGI6 \
  | 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: 8d87ee8dcab56c3043f29884a6ad0647b982eaf8c605657bf148d61d1941caa5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "652c892356948ad4d18db627fdae4204a119929f7c22242292a1e75bc9a4311b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2023-02-23T18:57:08Z",
    "title_canon_sha256": "9b8a789cc43f7522570742cefb64fbc3fbdbef2bca3fa78e7c2ca69d0a2b1a42"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.12645",
    "kind": "arxiv",
    "version": 1
  }
}