Pith Number

pith:CAN53XNS

pith:2025:CAN53XNSM63YKDAKDE57AWPLHP

not attested not anchored not stored refs pending

Adaptive Parameter Optimization in Gaussian Processes: A Comprehensive Study of Uncertainty Quantification and Dimensional Scaling

Nishant Gadde

arxiv:2507.15138 v1 · 2025-07-20 · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CAN53XNSM63YKDAKDE57AWPLHP}

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	2026-07-05T11:40:19.026467Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

101bddddb267b7850c0a193bf059eb3bc104f968f1cc5a3b66c22aeee6a292a7

Aliases

arxiv: 2507.15138 · arxiv_version: 2507.15138v1 · doi: 10.48550/arxiv.2507.15138 · pith_short_12: CAN53XNSM63Y · pith_short_16: CAN53XNSM63YKDAK · pith_short_8: CAN53XNS

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/CAN53XNSM63YKDAKDE57AWPLHP \
  | 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: 101bddddb267b7850c0a193bf059eb3bc104f968f1cc5a3b66c22aeee6a292a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dec035001c2172f4d9b16a82b0027718d65316277941da0dde8c04bb1c476097",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2025-07-20T22:27:06Z",
    "title_canon_sha256": "55f10e8319cceb8d2f500c67b31ae67f106ae73beb813fd9bc735289580ff837"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15138",
    "kind": "arxiv",
    "version": 1
  }
}