Pith Number

pith:YNYNGSTN

pith:2021:YNYNGSTNEZDBL63IYBFXS5JOQB

not attested not anchored not stored refs pending

A Robust Deep Learning Workflow to Predict Multiphase Flow Behavior during Geological CO2 Sequestration Injection and Post-Injection Periods

Bailian Chen, Bicheng Yan, Dylan Robert Harp, Rajesh J. Pawar

arxiv:2107.07274 v1 · 2021-07-15 · cs.LG · physics.geo-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YNYNGSTNEZDBL63IYBFXS5JOQB}

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	2026-07-05T02:58:12.510778Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c370d34a6d264615fb68c04b79752e805930e96706daa897b50af843c3501a36

Aliases

arxiv: 2107.07274 · arxiv_version: 2107.07274v1 · doi: 10.48550/arxiv.2107.07274 · pith_short_12: YNYNGSTNEZDB · pith_short_16: YNYNGSTNEZDBL63I · pith_short_8: YNYNGSTN

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/YNYNGSTNEZDBL63IYBFXS5JOQB \
  | 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: c370d34a6d264615fb68c04b79752e805930e96706daa897b50af843c3501a36

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfff05fa492e43b87066ecfe0bb36845fd86e9dd1237a2cebb033ec73ec0c198",
    "cross_cats_sorted": [
      "physics.geo-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-15T12:01:29Z",
    "title_canon_sha256": "b817c3197ccea0e655dff1d6ae8f82d603649a64d1cb1d500a8558f5511f7f56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.07274",
    "kind": "arxiv",
    "version": 1
  }
}