Pith Number

pith:JJGKPTUW

pith:2025:JJGKPTUWWXDLUPWVWYZZXHXKHM

not attested not anchored not stored refs pending

Automated Market Makers: A Stochastic Optimization Approach for Profitable Liquidity Concentration

Ali Sunyaev, Daniel Kirste, Niclas Kannengie{\ss}er, Paul-Niklas Ken Kandora, Simon Caspar Zeller, Steffen Rebennack

arxiv:2504.16542 v1 · 2025-04-23 · q-fin.TR · q-fin.CP · q-fin.MF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JJGKPTUWWXDLUPWVWYZZXHXKHM}

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	2026-07-05T10:53:01.333407Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a4ca7ce96b5c6ba3ed5b6339b9eea3b3025ddc45aec1d37fd4a67673c9d3619

Aliases

arxiv: 2504.16542 · arxiv_version: 2504.16542v1 · doi: 10.48550/arxiv.2504.16542 · pith_short_12: JJGKPTUWWXDL · pith_short_16: JJGKPTUWWXDLUPWV · pith_short_8: JJGKPTUW

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/JJGKPTUWWXDLUPWVWYZZXHXKHM \
  | 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: 4a4ca7ce96b5c6ba3ed5b6339b9eea3b3025ddc45aec1d37fd4a67673c9d3619

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a198df5b69b5cb2f3e55796ea14d07788733a8ad324f479475a57917d8d8bd8",
    "cross_cats_sorted": [
      "q-fin.CP",
      "q-fin.MF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.TR",
    "submitted_at": "2025-04-23T09:13:53Z",
    "title_canon_sha256": "4fba65b4e4ee08741599a5916c9855b83230281780fd0f95e4652ebd58d998c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16542",
    "kind": "arxiv",
    "version": 1
  }
}