Pith Number

pith:2ZAKWQ25

pith:2020:2ZAKWQ25AM3PIUORI3GXSLHT7L

not attested not anchored not stored refs pending

Neural Rough Differential Equations for Long Time Series

Cristopher Salvi, James Foster, James Morrill, Patrick Kidger, Terry Lyons

arxiv:2009.08295 v4 · 2020-09-17 · cs.LG · cs.AI · math.DS · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2ZAKWQ25AM3PIUORI3GXSLHT7L}

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.

Cited by

4 papers in Pith

Continuous-Time Probabilistic Correctors for Uncertainty-Aware Physics-Based Spacecraft Trajectory Forecasting

Capturing reduced-order quantum many-body dynamics out of equilibrium via neural ordinary differential equations

Generative Path-Law Jump-Diffusion: Sequential MMD-Gradient Flows and Generalisation Bounds in Marcus-Signature RKHS

Anticipatory Reinforcement Learning: From Generative Path-Laws to Distributional Value Functions

Receipt and verification

First computed	2026-07-05T02:50:41.012976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d640ab435d0336f451d146cd792cf3fae9316cf61d896921392a04eaeaa1cab7

Aliases

arxiv: 2009.08295 · arxiv_version: 2009.08295v4 · doi: 10.48550/arxiv.2009.08295 · pith_short_12: 2ZAKWQ25AM3P · pith_short_16: 2ZAKWQ25AM3PIUOR · pith_short_8: 2ZAKWQ25

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/2ZAKWQ25AM3PIUORI3GXSLHT7L \
  | 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: d640ab435d0336f451d146cd792cf3fae9316cf61d896921392a04eaeaa1cab7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "770f1f063c3f81ec8bf4373a03656d22515f2a6963ae85254fac44f802a52238",
    "cross_cats_sorted": [
      "cs.AI",
      "math.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-17T13:43:47Z",
    "title_canon_sha256": "bad4379b7940597e7ccf936b999594796432a204d2f41af48a709787c46f2506"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.08295",
    "kind": "arxiv",
    "version": 4
  }
}