Pith Number

pith:MGE333GA

pith:2021:MGE333GALBQLCRQAHW462PRYHH

not attested not anchored not stored refs pending

Physics-based Deep Learning

B. Holzschuh, F. Trost, G. Kohl, M. Lino, N. Thuerey, P. Holl, P. Schnell, Q. Liu

arxiv:2109.05237 v4 · 2021-09-11 · cs.LG · physics.comp-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MGE333GALBQLCRQAHW462PRYHH}

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

5 papers in Pith

From Solvers to Research: Large Language Model-Driven Formal Mathematics at the Research Frontier

Integrating Mechanistic and Data-Driven Models for Neurological Disorders through Differentiable Programming

SWIM: Single-Instance Whole-Body Imitation for swiMming

General Explicit Network (GEN): A novel deep learning architecture for solving partial differential equations

Learned Lagrangian Models of PDEs via Euler-Lagrange Residual Minimization

Receipt and verification

First computed	2026-07-05T10:39:44.424174Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6189bdecc05860b146003db9ed3e3839fcdcb4c07160a88baff2509054256dbc

Aliases

arxiv: 2109.05237 · arxiv_version: 2109.05237v4 · doi: 10.48550/arxiv.2109.05237 · pith_short_12: MGE333GALBQL · pith_short_16: MGE333GALBQLCRQA · pith_short_8: MGE333GA

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/MGE333GALBQLCRQAHW462PRYHH \
  | 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: 6189bdecc05860b146003db9ed3e3839fcdcb4c07160a88baff2509054256dbc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b604d1c2ac56c0bbb9b9bfef6bfae18da8e3a93fd1aea862394565271352963",
    "cross_cats_sorted": [
      "physics.comp-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-11T09:38:02Z",
    "title_canon_sha256": "09d129b574a8542286f762ee2e54c226f7ea8f92fff68dbfd272b5a577c86247"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.05237",
    "kind": "arxiv",
    "version": 4
  }
}