Pith Number

pith:DRUWHQ7P

pith:2024:DRUWHQ7P5J2I2JD6DXDZOU7UEE

not attested not anchored not stored refs pending

Adapting Physics-Informed Neural Networks to Improve ODE Optimization in Mosquito Population Dynamics

Binh Nguyen, Branislava Lali\'c, Dinh Viet Cuong, Mark Roantree, Mina Petri\'c

arxiv:2406.05108 v2 · 2024-06-07 · q-bio.PE · 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{DRUWHQ7P5J2I2JD6DXDZOU7UEE}

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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.

Receipt and verification

First computed	2026-07-05T10:06:41.261408Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c6963c3efea748d247e1dc79753f42109b730e78d845b8ed9f00fd4c00f18e3

Aliases

arxiv: 2406.05108 · arxiv_version: 2406.05108v2 · doi: 10.48550/arxiv.2406.05108 · pith_short_12: DRUWHQ7P5J2I · pith_short_16: DRUWHQ7P5J2I2JD6 · pith_short_8: DRUWHQ7P

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/DRUWHQ7P5J2I2JD6DXDZOU7UEE \
  | 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: 1c6963c3efea748d247e1dc79753f42109b730e78d845b8ed9f00fd4c00f18e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d904de200f3a7f006b173d704fe46c8903c7381bd42c806df309fcf2c0b6f3d5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.PE",
    "submitted_at": "2024-06-07T17:40:38Z",
    "title_canon_sha256": "ae6ebd1575420d515d6b7f817b7513c82bdd944cc62385b17beb7e9aa7df4f87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.05108",
    "kind": "arxiv",
    "version": 2
  }
}