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Pith Number

pith:XALDECEO

pith:2026:XALDECEOWY5G6FCTK7CYNBLTIY
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Novel Algorithms for Smoothly Differentiable and Efficiently Vectorizable Contact Manifold Construction

Andreas Ren\'e Geist, Anselm Paulus, Georg Martius, Onur Beker

Analytical signed distance function primitives and a novel manifold routine make collision detection smoothly differentiable and massively vectorizable.

arxiv:2604.17538 v2 · 2026-04-19 · cs.RO

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\pithnumber{XALDECEOWY5G6FCTK7CYNBLTIY}

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3 Author claim open · sign in to claim
4 Citations open
5 Replications open
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Claims

C1strongest claim

a method that can address the collision detection part of the puzzle in a manner that is smoothly differentiable and massively vectorizable. This is achieved via two contributions: i) a highly expressive class of analytical SDF primitives that can efficiently represent complex 3D surfaces, ii) a novel contact manifold generation routine that makes use of this geometry representation.

C2weakest assumption

That the new SDF primitives and manifold routine can be composed with existing contact dynamics and time-integration modules without reintroducing non-differentiability or prohibitive computational cost.

C3one line summary

New analytical SDF primitives and contact manifold generation enable smoothly differentiable and vectorizable collision detection for robot dynamics.

Receipt and verification
First computed 2026-05-26T01:03:30.540561Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b81632088eb63a6f145357c586857346384dcf910812aee885eb5f6bfbe6ecf3

Aliases

arxiv: 2604.17538 · arxiv_version: 2604.17538v2 · doi: 10.48550/arxiv.2604.17538 · pith_short_12: XALDECEOWY5G · pith_short_16: XALDECEOWY5G6FCT · pith_short_8: XALDECEO
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Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XALDECEOWY5G6FCTK7CYNBLTIY \
  | 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: b81632088eb63a6f145357c586857346384dcf910812aee885eb5f6bfbe6ecf3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9c1e58ee12fc572a0b7ab116730729c08b6dac31dde5ed839173f8e1b024c1fb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2026-04-19T16:58:09Z",
    "title_canon_sha256": "1c216e3f66e9b4eb85dbbab7b7abf68a5060a5b961b321092e5fd330b3d3b64f"
  },
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  "source": {
    "id": "2604.17538",
    "kind": "arxiv",
    "version": 2
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}