Pith Number

pith:5TNSH4GD

pith:2026:5TNSH4GDGUKDNRIDNPW3E77RTO

not attested not anchored not stored refs pending

Bridging Atomistic Simulation and Experimental Processing Timescales with Goal-Directed Deep Reinforcement Learning

Brian DeCost, Francesca Tavazza, Wonseok Jeong

arxiv:2605.16214 v1 · 2026-05-15 · 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{5TNSH4GDGUKDNRIDNPW3E77RTO}

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	2026-05-20T00:01:58.346175Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ecdb23f0c3351436c5036bedb27ff19b995226c4b9ec3066233d20e86af52c62

Aliases

arxiv: 2605.16214 · arxiv_version: 2605.16214v1 · doi: 10.48550/arxiv.2605.16214 · pith_short_12: 5TNSH4GDGUKD · pith_short_16: 5TNSH4GDGUKDNRID · pith_short_8: 5TNSH4GD

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/5TNSH4GDGUKDNRIDNPW3E77RTO \
  | 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: ecdb23f0c3351436c5036bedb27ff19b995226c4b9ec3066233d20e86af52c62

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23f3dd1966f011ff59c7217b3ea6d615e809708c31cdb9fcddbac53ef41d8026",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2026-05-15T17:28:06Z",
    "title_canon_sha256": "771a3706440bda783fe37129e323bb880d9d20b6f0812bb7ace3d131b7a3477d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.16214",
    "kind": "arxiv",
    "version": 1
  }
}