Pith Number

pith:VMRBBPSZ

pith:2024:VMRBBPSZBAERBWZ4RHSV7WNIXS

not attested not anchored not stored refs pending

Global Search of Optimal Spacecraft Trajectories using Amortization and Deep Generative Models

Amlan Sinha, Anjian Li, Ryne Beeson

arxiv:2412.20023 v1 · 2024-12-28 · math.OC · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VMRBBPSZBAERBWZ4RHSV7WNIXS}

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.

Cited by

2 papers in Pith

GLENS: Global Search via Learning from Solver Iterates with Diffusion Models

Transfer Learning of Multiobjective Indirect Low-Thrust Trajectories Using Diffusion Models and Markov Chain Monte Carlo

Receipt and verification

First computed	2026-07-05T09:54:53.322112Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab2210be59080910db3c89e55fd9a8bcb850e5fa7709cd8ed804cf6ffb43fe3b

Aliases

arxiv: 2412.20023 · arxiv_version: 2412.20023v1 · doi: 10.48550/arxiv.2412.20023 · pith_short_12: VMRBBPSZBAER · pith_short_16: VMRBBPSZBAERBWZ4 · pith_short_8: VMRBBPSZ

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/VMRBBPSZBAERBWZ4RHSV7WNIXS \
  | 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: ab2210be59080910db3c89e55fd9a8bcb850e5fa7709cd8ed804cf6ffb43fe3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85d5eef76339068d102cbc0ac983a6b6907a75dee80351620de47e9b95e2c365",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-12-28T04:57:12Z",
    "title_canon_sha256": "4982952836a6cbf5359594e70285d04647571bff0cea540aec83b3c16a61c22a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20023",
    "kind": "arxiv",
    "version": 1
  }
}