Pith Number

pith:ZA76PXZG

pith:2024:ZA76PXZGSRAPKUSGGO37TIRZ7Q

not attested not anchored not stored refs pending

Force field optimization by end-to-end differentiable atomistic simulation

Abhijeet S. Gangan, Ekin Dogus Cubuk, Mathieu Bauchy, N. M. Anoop Krishnan, Samuel S. Schoenholz

arxiv:2409.13844 v1 · 2024-09-20 · cond-mat.mtrl-sci · cond-mat.dis-nn

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZA76PXZGSRAPKUSGGO37TIRZ7Q}

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

1 paper in Pith

Energy & Force Regression on DFT Trajectories is Not Enough for Universal Machine Learning Interatomic Potentials

Receipt and verification

First computed	2026-07-05T09:10:07.521689Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c83fe7df269440f5524633b7f9a239fc3148fb6aad70cf7adbc1852f43acc3e0

Aliases

arxiv: 2409.13844 · arxiv_version: 2409.13844v1 · doi: 10.48550/arxiv.2409.13844 · pith_short_12: ZA76PXZGSRAP · pith_short_16: ZA76PXZGSRAPKUSG · pith_short_8: ZA76PXZG

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/ZA76PXZGSRAPKUSGGO37TIRZ7Q \
  | 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: c83fe7df269440f5524633b7f9a239fc3148fb6aad70cf7adbc1852f43acc3e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a6efc8d4d1131265a3b74985ab96574d6e357ce48426b5ff3e880fbd192a728",
    "cross_cats_sorted": [
      "cond-mat.dis-nn"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2024-09-20T18:38:36Z",
    "title_canon_sha256": "8bc2651cc1271f5ce0fd69d4a26962997ccc5bbacd91b86713c150523eeb5bb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.13844",
    "kind": "arxiv",
    "version": 1
  }
}