Pith Number

pith:YDDYZNFM

pith:2024:YDDYZNFMKBCJAXVGZFPABBUQ4T

not attested not anchored not stored refs pending

Conditional score-based diffusion models for solving inverse problems in mechanics

Agnimitra Dasgupta, Assad Oberai, Brendan Kennedy, Harisankar Ramaswamy, Javier Murgoitio-Esandi, Ken Foo, Qifa Zhou, Runze Li

arxiv:2406.13154 v3 · 2024-06-19 · stat.ML · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{YDDYZNFMKBCJAXVGZFPABBUQ4T}

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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

Autoregressive regularized score-based diffusion models for multi-scenarios fluid flow prediction

Receipt and verification

First computed	2026-07-05T09:26:28.507536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0c78cb4ac5044905ea6c95e008690e4ef02e39314d0e510096c4210a854305e

Aliases

arxiv: 2406.13154 · arxiv_version: 2406.13154v3 · doi: 10.48550/arxiv.2406.13154 · pith_short_12: YDDYZNFMKBCJ · pith_short_16: YDDYZNFMKBCJAXVG · pith_short_8: YDDYZNFM

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/YDDYZNFMKBCJAXVGZFPABBUQ4T \
  | 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: c0c78cb4ac5044905ea6c95e008690e4ef02e39314d0e510096c4210a854305e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "223ea929b03a9cd4a2af7ac96892aad88e771fa9a8337ae62727588876bed431",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-06-19T02:09:15Z",
    "title_canon_sha256": "9221d09ae0603f2d955131c5e8b157308274e41fb4c58657ff8e1cf6a3289a76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.13154",
    "kind": "arxiv",
    "version": 3
  }
}