Pith Number

pith:MK4NGRWW

pith:2024:MK4NGRWWDYQ5OYFAKX65KFC7HX

not attested not anchored not stored refs pending

Self-Consistency Training for Density-Functional-Theory Hamiltonian Prediction

Bin Shao, Chang Liu, He Zhang, Nanning Zheng, Siyuan Liu, Tie-Yan Liu, Xinran Wei, Zun Wang

arxiv:2403.09560 v2 · 2024-03-14 · cs.LG · physics.chem-ph · q-bio.BM

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\usepackage{pith}
\pithnumber{MK4NGRWWDYQ5OYFAKX65KFC7HX}

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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.

Cited by

1 paper in Pith

Self-Refining Training for Amortized Density Functional Theory

Receipt and verification

First computed	2026-07-05T08:27:47.376747Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62b8d346d61e21d760a055fdd5145f3dde5ec942b31b83b5ad76176e13348b0a

Aliases

arxiv: 2403.09560 · arxiv_version: 2403.09560v2 · doi: 10.48550/arxiv.2403.09560 · pith_short_12: MK4NGRWWDYQ5 · pith_short_16: MK4NGRWWDYQ5OYFA · pith_short_8: MK4NGRWW

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/MK4NGRWWDYQ5OYFAKX65KFC7HX \
  | 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: 62b8d346d61e21d760a055fdd5145f3dde5ec942b31b83b5ad76176e13348b0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c03e4749568b63574c7230fdcf7c51484749cf1e8dc554a80094be39dd894d7b",
    "cross_cats_sorted": [
      "physics.chem-ph",
      "q-bio.BM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-14T16:52:57Z",
    "title_canon_sha256": "1a166e0bbfe1d2bb4da8fea694cbd8c37d326c9b2ed9577df32873b100b784b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.09560",
    "kind": "arxiv",
    "version": 2
  }
}