Pith Number

pith:E77RJTJH

pith:2025:E77RJTJH4EONTQEGIYN7KYA5Z6

not attested not anchored not stored refs pending

A Comprehensive Review of Protein Language Models

Dingkang Jiang, Han Zhang, Jinyi Wang, Lei Wang, Xudong Li, Yan Wang, Zhidong Xue

arxiv:2502.06881 v1 · 2025-02-08 · q-bio.BM

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E77RJTJH4EONTQEGIYN7KYA5Z6}

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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

5 papers in Pith

EpiFormer: Learning Antigen-Antibody Interactions for Epitope Prediction via Geometric Deep Learning

Modeling Protein Evolution with Generative Models: from Extant Sequence Data to Evolutionary Dynamics

ConTact: Contact-First Antibody CDR Design via Explicit Interface Reasoning

AgForce Enables Antigen-conditioned Generative Antibody Design

EvoStruct: Bridging Evolutionary and Structural Priors for Antibody CDR Design via Protein Language Model Adaptation

Receipt and verification

First computed	2026-07-05T10:12:29.579201Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27ff14cd27e11cd9c086461bf5601dcfbe69b45fe5103844b9aacc35e1d7a839

Aliases

arxiv: 2502.06881 · arxiv_version: 2502.06881v1 · doi: 10.48550/arxiv.2502.06881 · pith_short_12: E77RJTJH4EON · pith_short_16: E77RJTJH4EONTQEG · pith_short_8: E77RJTJH

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/E77RJTJH4EONTQEGIYN7KYA5Z6 \
  | 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: 27ff14cd27e11cd9c086461bf5601dcfbe69b45fe5103844b9aacc35e1d7a839

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75b730e6d01ed6df50992a5720eb4a82e781a6b0b9a90bafd09de1d166516563",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-bio.BM",
    "submitted_at": "2025-02-08T14:59:06Z",
    "title_canon_sha256": "df8f28682b74357225bbd5555cc9ea1df33619bc106b78bc38e4bc99d3e2dae4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06881",
    "kind": "arxiv",
    "version": 1
  }
}