Pith Number

pith:UAKHNCZ5

pith:2024:UAKHNCZ5VEDXQTAI5LL2BLZKC4

not attested not anchored not stored refs pending

AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling

Muhammad Shafique, Nouhaila Innan, Sadok Ben Yahia, Siddhant Dutta

arxiv:2409.01626 v1 · 2024-09-03 · quant-ph · cs.LG

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

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\usepackage{pith}
\pithnumber{UAKHNCZ5VEDXQTAI5LL2BLZKC4}

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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.

Cited by

3 papers in Pith

Performance-Carbon Trade-Offs across Architectural Biases in Shear Flow Forecasting

Mitigating Barren Plateaus in Variational Quantum Circuits through PDE-Constrained Loss Functions

Variational Quantum Physics-Informed Neural Networks for Hydrological PDE-Constrained Learning with Inherent Uncertainty Quantification

Receipt and verification

First computed	2026-07-05T09:02:31.711769Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a014768b3da907784c08ead7a0af2a170a74267369bf79bc77cb91639535ad84

Aliases

arxiv: 2409.01626 · arxiv_version: 2409.01626v1 · doi: 10.48550/arxiv.2409.01626 · pith_short_12: UAKHNCZ5VEDX · pith_short_16: UAKHNCZ5VEDXQTAI · pith_short_8: UAKHNCZ5

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/UAKHNCZ5VEDXQTAI5LL2BLZKC4 \
  | 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: a014768b3da907784c08ead7a0af2a170a74267369bf79bc77cb91639535ad84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21b426eb86e9713aef45f61ac375fbb120d5419051661005cd2e06e7d7ac15fc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2024-09-03T05:52:04Z",
    "title_canon_sha256": "781fae53b918c2a8bab4db700c8f1bf81f9544e070a9c59ff6ef5c106fe11e75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.01626",
    "kind": "arxiv",
    "version": 1
  }
}