Pith Number

pith:2F2VKDPN

pith:2024:2F2VKDPNGTK5FRB6N3UZFMIPVF

not attested not anchored not stored refs pending

Enhancing Fluorescence Lifetime Parameter Estimation Accuracy with Differential Transformer Based Deep Learning Model Incorporating Pixelwise Instrument Response Function

Amit Verma, Ismail Erbas, Margarida Barosso, Nanxue Yuan, Navid Ibtehaj Nizam, Vikas Pandey, Xavier Intes

arxiv:2411.16896 v2 · 2024-11-25 · eess.IV · cs.AI · cs.LG · physics.optics

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2F2VKDPNGTK5FRB6N3UZFMIPVF}

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	2026-07-05T09:44:36.735179Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d175550ded34d5d2c43e6ee992b10fa95551dce3317ec8398ebd6ee1795dd8bf

Aliases

arxiv: 2411.16896 · arxiv_version: 2411.16896v2 · doi: 10.48550/arxiv.2411.16896 · pith_short_12: 2F2VKDPNGTK5 · pith_short_16: 2F2VKDPNGTK5FRB6 · pith_short_8: 2F2VKDPN

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/2F2VKDPNGTK5FRB6N3UZFMIPVF \
  | 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: d175550ded34d5d2c43e6ee992b10fa95551dce3317ec8398ebd6ee1795dd8bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3063013f165410314f40797351b060fd15e9ca91c75e74ba1864d3ded998666a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "physics.optics"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-11-25T20:03:41Z",
    "title_canon_sha256": "57f9a0ecc65fe21dbb06c13db898e6dc20cf27049835978dff0e084aeeecc42b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16896",
    "kind": "arxiv",
    "version": 2
  }
}