Pith Number

pith:JA7YGSZN

pith:2026:JA7YGSZNQLQVNY4R5JVLOBQ35B

not attested not anchored not stored refs pending

Effective Training Principles of Physical Reservoirs

Bennet Fischer, Glitta R. Cheeran, Juliane Heim, Mario Chemnitz, Mehmet M\"uft\"uoglu, Sobhi Saeed

arxiv:2606.10130 v1 · 2026-06-08 · physics.optics · cs.LG · physics.data-an

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JA7YGSZNQLQVNY4R5JVLOBQ35B}

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	2026-06-10T01:08:55.916475Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

483f834b2d82e156e391ea6ab7061be8502cebef4778084d25dd13863a857823

Aliases

arxiv: 2606.10130 · arxiv_version: 2606.10130v1 · doi: 10.48550/arxiv.2606.10130 · pith_short_12: JA7YGSZNQLQV · pith_short_16: JA7YGSZNQLQVNY4R · pith_short_8: JA7YGSZN

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/JA7YGSZNQLQVNY4R5JVLOBQ35B \
  | 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: 483f834b2d82e156e391ea6ab7061be8502cebef4778084d25dd13863a857823

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53974555142ad96f3ce0f8eb59e3c08aadb0f661fb7b79c628812576eac6b217",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.data-an"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.optics",
    "submitted_at": "2026-06-08T20:07:05Z",
    "title_canon_sha256": "9b28e3d4a12cff76a980b3f4ec5675dd20418736a41edc5e67a78c3551adb627"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10130",
    "kind": "arxiv",
    "version": 1
  }
}