Pith Number

pith:G65ZKXI3

pith:2020:G65ZKXI34AI7PAD2GDTO5S7PJD

not attested not anchored not stored refs pending

Placement in Integrated Circuits using Cyclic Reinforcement Learning and Simulated Annealing

Devika Shanbhag, Dhruv Vashisht, Elias Fallon, Haiguang Liao, Harshit Rampal, Levent Burak Kara, Yang Lu

arxiv:2011.07577 v1 · 2020-11-15 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G65ZKXI34AI7PAD2GDTO5S7PJD}

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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

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness

Receipt and verification

First computed	2026-07-05T01:51:51.276180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37bb955d1be011f7807a30e6eecbef48c7c34b948461557b353f5d075cd6c762

Aliases

arxiv: 2011.07577 · arxiv_version: 2011.07577v1 · doi: 10.48550/arxiv.2011.07577 · pith_short_12: G65ZKXI34AI7 · pith_short_16: G65ZKXI34AI7PAD2 · pith_short_8: G65ZKXI3

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/G65ZKXI34AI7PAD2GDTO5S7PJD \
  | 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: 37bb955d1be011f7807a30e6eecbef48c7c34b948461557b353f5d075cd6c762

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c1b315586cc62b7a0eaf9e98e29f1a3070bed67fe5fe9ec538c110af3d3575d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-11-15T16:48:56Z",
    "title_canon_sha256": "f4a9366b041e457317f30639f3207b2b6b887fe7d5f1098b3c702201e4351416"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.07577",
    "kind": "arxiv",
    "version": 1
  }
}