Pith Number

pith:LQ5LCAQF

pith:2025:LQ5LCAQFPHYPR52MEQ6D47YVYB

not attested not anchored not stored refs pending

EvidenceMoE: A Physics-Guided Mixture-of-Experts with Evidential Critics for Advancing Fluorescence Light Detection and Ranging in Scattering Media

Ferhat Demirkiran, Ismail Erbas, Kaoutar El Maghraoui, Karthik Swaminathan, Naigang Wang, Navid Ibtehaj Nizam, Stefan T. Radev, Vikas Pandey, Xavier Intes

arxiv:2505.21532 v1 · 2025-05-23 · cs.CV · 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{LQ5LCAQFPHYPR52MEQ6D47YVYB}

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	2026-07-05T11:10:59.547125Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c3ab1020579f0f8f74c243c3e7f15c0588ebf5706b3934c38ff165c21b0e8f0

Aliases

arxiv: 2505.21532 · arxiv_version: 2505.21532v1 · doi: 10.48550/arxiv.2505.21532 · pith_short_12: LQ5LCAQFPHYP · pith_short_16: LQ5LCAQFPHYPR52M · pith_short_8: LQ5LCAQF

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/LQ5LCAQFPHYPR52MEQ6D47YVYB \
  | 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: 5c3ab1020579f0f8f74c243c3e7f15c0588ebf5706b3934c38ff165c21b0e8f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dce404ab93c9e7dffa3504c09e30115d5c994a4e4348f841fc64c8f6570f7fd5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "physics.optics"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-23T16:38:13Z",
    "title_canon_sha256": "5e3afa027540681a6265b7790a46795d3cd326f2721c07419da0491c28969497"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21532",
    "kind": "arxiv",
    "version": 1
  }
}