Pith Number

pith:6BCWPNYO

pith:2026:6BCWPNYOFVCEC77L66CEO44U5N

not attested not anchored not stored refs pending

Review of Machine Learning Models for Solar Energetic Particle Prediction

Aatiya Ali, Abdelrazek M. K. Shaltout, Alan G. Ling, Alec J. Engell, Alexander G. Kosovichev, Ali G. A. Abdelkawy, Anastasios Anastasiadis, Andres Munoz-Jaramillo, Angelos Vourlidas, Arik Posner, Athanasios Papaioannou, Atilim Gunes Baydin, Bala Poduval, Berkay Aydin, Christina O. Lee, Chun Jie Chong, Constantinos Papadimitriou, David J. McComas, Dionissios Hristopulos, Eleni Lavasa, Gelu M. Nita, Georgios Livadiotis, Giorgos Giannopoulos, Hameedullah A. Farooki, Hazel M. Bain, India Jackson, Ingmar Sandberg, Irina N. Kitiashvili, Jamey Szalay, Jamie S. Rankin, Jesse Torres, Kamen Kozarev, Kathryn Whitman, Kimberly Moreland, Leng Y. Khoo, Lulu Zhao, Maher A. Dayeh, Manolis Georgoulis, Manuel E. Cuesta, Michael J. Starkey, Ming Zhang, Mirko Stumpo, Mitchell M. Shen, M. M. Beheary, Mohamed Nedal, Mohammed AbuBakr Ali, Monica G. Bobra, Monica Laurenza, Nathan Schwadron, Nikolaos Sarlis, Patrick M. O'Keefe, Paul Kosovich, Peijin Zhang, Petrus C. Martens, Philip K. Chan, Pouya Hosseinzadeh, Ricky Egeland, Robert Czarnota, Russell D. Marroquin, Samuel Hart, Savvas Raptis, Shah Muhammad Hamdi, Sigiava Aminalragia-Giamini, Simone Benella, Soukaina Filali Boubrahimi, Spiridon Kasapis, Subhamoy Chatterjee, Sumanth A. Rotti, Sungmin Pak, Tamas Gombosi, Tate T. Hutchins, Viacheslav Sadykov, Ward Manchester, Yang Chen, Yian Yu, Zigong Xu

arxiv:2606.19539 v1 · 2026-06-17 · astro-ph.SR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6BCWPNYOFVCEC77L66CEO44U5N}

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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	2026-06-19T16:12:28.467696Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f04567b70e2d44417febf784477394eb6f30d6e40a2be70da4d95c4b2404763a

Aliases

arxiv: 2606.19539 · arxiv_version: 2606.19539v1 · doi: 10.48550/arxiv.2606.19539 · pith_short_12: 6BCWPNYOFVCE · pith_short_16: 6BCWPNYOFVCEC77L · pith_short_8: 6BCWPNYO

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/6BCWPNYOFVCEC77L66CEO44U5N \
  | 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: f04567b70e2d44417febf784477394eb6f30d6e40a2be70da4d95c4b2404763a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cfcb14cf11e1561536bf3d7636ad112e4d04e8a26801ce7035f6f43f322507fd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.SR",
    "submitted_at": "2026-06-17T19:30:27Z",
    "title_canon_sha256": "d9758800c814fe0e0f5a6bcbc14e6b8f0297f24133f45e702a87ebfb3566ae4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19539",
    "kind": "arxiv",
    "version": 1
  }
}