Pith Number

pith:ZR7GTTFJ

pith:2025:ZR7GTTFJ3PTJATTQTCSAAKRHY6

not attested not anchored not stored refs pending

The Sound of Risk: A Multimodal Physics-Informed Acoustic Model for Forecasting Market Volatility and Enhancing Market Interpretability

Jiashuai He, Jiaying Xie, Jiayue Liang, Le Chang, Teng Jing, Xiaoliang Chen, Xingyu Chen, Xin Yu, Yangjun Luo, Yuchen Wang, Ze Wang

arxiv:2508.18653 v1 · 2025-08-26 · cs.LG · cs.AI · cs.SD · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZR7GTTFJ3PTJATTQTCSAAKRHY6}

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	2026-07-05T11:59:28.693287Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc7e69cca9dbe6904e7098a4002a27c7b2dab389c35da86bdd4b07ca416bfcad

Aliases

arxiv: 2508.18653 · arxiv_version: 2508.18653v1 · doi: 10.48550/arxiv.2508.18653 · pith_short_12: ZR7GTTFJ3PTJ · pith_short_16: ZR7GTTFJ3PTJATTQ · pith_short_8: ZR7GTTFJ

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/ZR7GTTFJ3PTJATTQTCSAAKRHY6 \
  | 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: cc7e69cca9dbe6904e7098a4002a27c7b2dab389c35da86bdd4b07ca416bfcad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "690b043a8cc6cfd1e8dc92feed6ef30e4bc40d240d6950bb120283f70c9fe1c0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-26T03:51:03Z",
    "title_canon_sha256": "3f943c844c40911e244a056d7071d72b4a4f20ab7b72f2913a314432eca86bbd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.18653",
    "kind": "arxiv",
    "version": 1
  }
}