Pith Number

pith:RESH6ZGX

pith:2019:RESH6ZGX6VDRW6IOHZGLK26YMW

not attested not anchored not stored refs pending

Incorporating human and learned domain knowledge into training deep neural networks: A differentiable dose volume histogram and adversarial inspired framework for generating Pareto optimal dose distributions in radiation therapy

Azar Sadeghnejad Barkousaraie, Chenyang Shen, Dan Nguyen, Gyanendra Bohara, Rafe Mcbeth, Steve Jiang, Xun Jia

arxiv:1908.05874 v2 · 2019-08-16 · physics.med-ph · cs.CV · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RESH6ZGX6VDRW6IOHZGLK26YMW}

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	2026-07-05T01:14:27.407892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

89247f64d7f5471b790e3e4cb56bd865996f491fe4a1362e3d8fc850926c53ed

Aliases

arxiv: 1908.05874 · arxiv_version: 1908.05874v2 · doi: 10.48550/arxiv.1908.05874 · pith_short_12: RESH6ZGX6VDR · pith_short_16: RESH6ZGX6VDRW6IO · pith_short_8: RESH6ZGX

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/RESH6ZGX6VDRW6IOHZGLK26YMW \
  | 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: 89247f64d7f5471b790e3e4cb56bd865996f491fe4a1362e3d8fc850926c53ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91d6b44d731076ecf720582f53be884f1d4f896050a537a1cb09e975671ffd44",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.med-ph",
    "submitted_at": "2019-08-16T07:45:38Z",
    "title_canon_sha256": "112e8a9d16bbe7b4e71847f37406009e43ef6aaf7b622d78d0011f36d27cc8f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.05874",
    "kind": "arxiv",
    "version": 2
  }
}