Pith Number

pith:YSMKFXH6

pith:2026:YSMKFXH6LEQUFUOHFMAYJ5WCVI

not attested not anchored not stored refs pending

How Can Machine Learning Accelerate CALPHAD Free Energy Modeling?

Chen Shen, Dane Morgan, Izabela Szlufarska, Mark Asta, Muhammad Waqas Qureshi

arxiv:2606.01305 v1 · 2026-05-31 · cond-mat.mtrl-sci

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YSMKFXH6LEQUFUOHFMAYJ5WCVI}

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	2026-06-02T02:04:29.632885Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c498a2dcfe592142d1c72b0184f6c2aa13e818e32e206a955830a40dea3786c8

Aliases

arxiv: 2606.01305 · arxiv_version: 2606.01305v1 · doi: 10.48550/arxiv.2606.01305 · pith_short_12: YSMKFXH6LEQU · pith_short_16: YSMKFXH6LEQUFUOH · pith_short_8: YSMKFXH6

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/YSMKFXH6LEQUFUOHFMAYJ5WCVI \
  | 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: c498a2dcfe592142d1c72b0184f6c2aa13e818e32e206a955830a40dea3786c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76edea1677121ae65542e1ea84b8d2004ca8c5973466022cd14e6d5d11cd3dc6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2026-05-31T15:49:12Z",
    "title_canon_sha256": "455a5fce9feeb8d2ec11cb16f19b3f5a013f6ed74c12f36ef0eac74c5d894270"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01305",
    "kind": "arxiv",
    "version": 1
  }
}