Pith Number

pith:T6AMR7M4

pith:2026:T6AMR7M4SRWNJQT2Z5N5OG7H56

not attested not anchored not stored refs pending

HypEMBER: Hypernetwork-based Ensemble for Robust Policy Learning of Parametrized Dynamical Systems

Andrea Manzoni, Gabriele Pascali, Nicol\`o Botteghi, Urban Fasel

arxiv:2607.19628 v1 · 2026-07-21 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T6AMR7M4SRWNJQT2Z5N5OG7H56}

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	2026-07-23T00:24:00.638796Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f80c8fd9c946cd4c27acf5bd71be7ef82ec48502429ac2f2124506e8d703e99

Aliases

arxiv: 2607.19628 · arxiv_version: 2607.19628v1 · doi: 10.48550/arxiv.2607.19628 · pith_short_12: T6AMR7M4SRWN · pith_short_16: T6AMR7M4SRWNJQT2 · pith_short_8: T6AMR7M4

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/T6AMR7M4SRWNJQT2Z5N5OG7H56 \
  | 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: 9f80c8fd9c946cd4c27acf5bd71be7ef82ec48502429ac2f2124506e8d703e99

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08741b4737d77ee3b6a6e9e252464600d71d080161c45c85944bb4e14a20e418",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-21T23:37:34Z",
    "title_canon_sha256": "c752825f696421c0afed52d9fbd79b3d7ecbb54df47395bc27a30ec404558f38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.19628",
    "kind": "arxiv",
    "version": 1
  }
}