Pith Number

pith:YPHAHDBE

pith:2017:YPHAHDBET34FRGRUJNTPZIJQXT

not attested not anchored not stored refs pending

Deep Learning as a Tool to Predict Flow Patterns in Two-Phase Flow

Carlos Torres, Melvin D. Robinson, Mohammadmehdi Ezzatabadipour, Pablo Guillen-Rondon, Parth Singh

arxiv:1705.07117 v1 · 2017-05-19 · 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{YPHAHDBET34FRGRUJNTPZIJQXT}

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	2026-05-18T00:44:06.499974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3ce038c249ef8589a344b66fca130bcf5c02a075bba1ad7b6a33ded689aac5e

Aliases

arxiv: 1705.07117 · arxiv_version: 1705.07117v1 · doi: 10.48550/arxiv.1705.07117 · pith_short_12: YPHAHDBET34F · pith_short_16: YPHAHDBET34FRGRU · pith_short_8: YPHAHDBE

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/YPHAHDBET34FRGRUJNTPZIJQXT \
  | 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: c3ce038c249ef8589a344b66fca130bcf5c02a075bba1ad7b6a33ded689aac5e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b24a879dcd8b53a8c41d0675a4cc69b5194462b336cd83d59f19ad9cb12e58ec",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-05-19T03:11:30Z",
    "title_canon_sha256": "5c380f7e4652eb5c91d630d40bed352887fe80ec2c6a9c215904d6014c13ec52"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.07117",
    "kind": "arxiv",
    "version": 1
  }
}