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Paper Citation Record · LEDGER

Physics-Grounded Differentiable Simulation for Soft Growing Robots

As of 14 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2501.17963.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.17963 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:33:43.121801Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

60 of 60 outbound references displayed

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  • verified fuzzy50
  • unresolved9
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0b953d4c-1a13-41fd-9b8e-7959c7126085 · outbound

This paper cites Soft robotic grippers.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Soft robotic grippers

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation e67c8fb8-39ce-4a04-8303-fbdeecf970c6 · outbound

This paper cites Fundamentals o f soft robot locomotion.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Fundamentals o f soft robot locomotion

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:44.047491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 69da9357-2888-493c-9e83-92e457fe062a · outbound

This paper cites A soft robot that navigates its environment through growth.

Physics-Grounded Differentiable Simulation for Soft Growing Robots A soft robot that navigates its environment through growth

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 1306dbb5-f757-4426-9299-dafa35251dde · outbound

This paper cites Vine robots.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Vine robots

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:44.018826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.849557Z digest=sha256:fe91a20db9f0f2bb9e88dc96a36a11d26236b4845e8d392e68457f9bb6809b63

Observation f05d905b-ca13-424b-a614-7345c71e72a5 · outbound

This paper cites Model-based con trol of soft r obots: A survey of t he s tate o f t he a rt and open cha llenges.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Model-based con trol of soft r obots: A survey of t he s tate o f t he a rt and open cha llenges

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:44.003675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.854287Z digest=sha256:0e908bf8db1388dbe1ce36af2496626d01d7cdc398f868ea079f1f3ca03f8b6f

Observation a98a4d88-9ae9-4e01-9fee-8f01db9bf42b · outbound

This paper cites A review of physics s imulators for r obotic app lications.

Physics-Grounded Differentiable Simulation for Soft Growing Robots A review of physics s imulators for r obotic app lications

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.987638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 54ed90d9-3646-45e2-b483-c9d21d887474 · outbound

This paper cites Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T04:33:42.864012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:33:42.864012Z digest=sha256:16337e1246870cbc01835ac450e3c710aa116b143b79b862e6d13dc2c8a45398

Observation 2f180b6e-fe15-4e6f-a333-cfbf7e14cf64 · outbound

This paper cites Contactnets: Learning discon- tinuous contact dynamics with smooth, implicit representations.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Contactnets: Learning discon- tinuous contact dynamics with smooth, implicit representations

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.972576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation d369a69d-697b-42cd-9e86-cbeb25b94e5c · outbound

This paper cites Differentiable collision detection for a se t of convex primitives.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Differentiable collision detection for a se t of convex primitives

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.957750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 3f738568-929a-4c43-81f0-7e3dc1757590 · outbound

This paper cites Underwater soft robot modeling and con trol with d ifferentiable s imulation.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Underwater soft robot modeling and con trol with d ifferentiable s imulation

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.943508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.878161Z digest=sha256:8bb7e409050423af73861ddf8bd2bf7e066537470c24a35aba7ea0728d6888f5

Observation 5f79f70d-9498-43e4-8562-a83a1b12c462 · outbound

This paper cites DiffTaichi: Differentiable Programming for Physical Simulation.

Physics-Grounded Differentiable Simulation for Soft Growing Robots DiffTaichi: Differentiable Programming for Physical Simulation

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-10T04:33:42.882870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 43afe5c4-21d9-421a-b342-2c592e1d6a39 · outbound

This paper cites Chainqueen: A real-time d ifferentiable physical simulator for soft robotics.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Chainqueen: A real-time d ifferentiable physical simulator for soft robotics

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.929570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.888206Z digest=sha256:1dfd1ce2a8b9b0868ddbf3f671d00dada0a33a029349618c81f001fe93173a54

Observation 7579bbaf-ae7f-46c7-b7b8-302492988a18 · outbound

This paper cites Differentiable simulation for physical system identification.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Differentiable simulation for physical system identification

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.914187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.892526Z digest=sha256:a50712dd600776a26d266fd6deeda8e03bad0c4d9c22dce628e3eba635bea7d2

Observation 71fd07ee-5755-454a-aaf2-172335a833b4 · outbound

This paper cites Simulation architectures for reinforcement learning ap- plied to robotics.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Simulation architectures for reinforcement learning ap- plied to robotics

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.899904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.897043Z digest=sha256:a2cb58ca139d0a4bff1ed807255eef6362d7f6fc12e024c4f338aae4eba73f5a

Observation 7a6e1d1c-feeb-4d09-adda-4f9f82ab542f · outbound

This paper cites gradSim: Differentiable simulation for system identification and visuomotor control.

Physics-Grounded Differentiable Simulation for Soft Growing Robots gradSim: Differentiable simulation for system identification and visuomotor control

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T04:33:42.901719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:33:42.901719Z digest=sha256:e20ea24ad1202a1a4f8ed6f426328546fefb8f343ed88fd76c4d33ebe7cb1418

Observation dd68f2f8-3774-4dca-ba91-c382d5dbcbfe · outbound

This paper cites Accelerated Policy Learning with Parallel Differentiable Simulation.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Accelerated Policy Learning with Parallel Differentiable Simulation

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T04:33:42.906525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:33:42.906525Z digest=sha256:906b753458c7870e24e1782b4eb4462efc9e8be967e3d823e2e76b3c6bd90de6

Observation 3eb80d7d-8329-4687-8c75-d35d3a295285 · outbound

This paper cites Neuralsim: Augmenting d ifferentiable s imulators w ith neu ral net- works.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Neuralsim: Augmenting d ifferentiable s imulators w ith neu ral net- works

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.885260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.911371Z digest=sha256:85c841d4daa1186ebd0fcf27781267d31207e42cc285397571a7d94da3130609

Observation cab078c7-53d9-4cc9-977a-27aeed8d30df · outbound

This paper cites Finite e lement modeling of pneumatic bending actuators for inflated-beam robots.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Finite e lement modeling of pneumatic bending actuators for inflated-beam robots

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.869808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.916089Z digest=sha256:f3cc192bb7161b5c49fd98b46e0faec38c87ae6ce62310d8a3604d8be5a97b24

Observation 10ba1927-d932-4377-885f-866db3703615 · outbound

This paper cites Towards a physics- based model for steerable eversion growing robots.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Towards a physics- based model for steerable eversion growing robots

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.855440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.920570Z digest=sha256:dfe342d5c3d0cdd7fba1cb7eeb5e4c371bc86180caaf2472c2c74f4a95bcc278

Observation f24bc8f4-8860-42f4-8d3d-ffaca9e4466d · outbound

This paper cites A bioinspired soft r obot combining the g rowth adap tability of vi ne p lants w ith a coordinated control system.

Physics-Grounded Differentiable Simulation for Soft Growing Robots A bioinspired soft r obot combining the g rowth adap tability of vi ne p lants w ith a coordinated control system

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.841170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.925069Z digest=sha256:b24a7bd81025c3f79aa60371c5e95d796db1928515e36c9e994d8bf3389ed6d9

Observation f1ae03ae-29a4-4127-af82-a71b00cead1c · outbound

This paper cites Geometric so lutions for gen- eral actuator r outing on inflated-beam so ft growing robots.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Geometric so lutions for gen- eral actuator r outing on inflated-beam so ft growing robots

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.826810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.929893Z digest=sha256:173d1931124efa2f0c8784227b3d62f148710270096a11256132e0a68c8e5dff

Observation b70ca93d-cb06-4c5a-9ebc-7954e854dbc3 · outbound

This paper cites An obstacle-interaction planning method for navigation of actuated vine robots.

Physics-Grounded Differentiable Simulation for Soft Growing Robots An obstacle-interaction planning method for navigation of actuated vine robots

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.812435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.934505Z digest=sha256:afb74b04ce7fbe8baa1590ebe49c22ca92984065047b0c297d61d3deb002cc60

Observation 48b9cc96-1562-4906-a00d-494573ceb442 · outbound

This paper cites Robust navigation o f a so ft growing robot by exploiting contact with the environment.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Robust navigation o f a so ft growing robot by exploiting contact with the environment

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.796861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.939220Z digest=sha256:f8dd461f28769bfb65c0274438da8b09696f167414fe397d65d13b6d779ef31c

Observation 47252acd-b1f4-4346-b6b6-a18bdc7314e1 · outbound

This paper cites Mapping unknown en viron- ments through passive deformation of soft, growing robots.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Mapping unknown en viron- ments through passive deformation of soft, growing robots

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.781524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.944191Z digest=sha256:e3d4e01e17099bb60cdaa07f6758c5932faea31f183987061dac9d0eeb3b5d6c

Observation 897ac8ed-a233-4569-9808-1ae955291730 · outbound

This paper cites A dy- namics s imulator f or soft growing robots.

Physics-Grounded Differentiable Simulation for Soft Growing Robots A dy- namics s imulator f or soft growing robots

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.765859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.948994Z digest=sha256:d9811ed59c03508455c7b5b67a144b36ecb1ed6e8a315268d4616d2ec382c380

Observation 9c03d439-edfe-4a36-9d94-14e53b64ccc1 · outbound

This paper cites Deflections of an inflated circular-cylindrical cantilever beam.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Deflections of an inflated circular-cylindrical cantilever beam

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.751165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.954424Z digest=sha256:b403f59279d5b7bbf76fda80e484aca79c8c17369ca73df7c16d550ecdd9bffd

Observation 0539c0e8-6bca-42bb-8171-6f359dd82e3e · outbound

This paper cites Anisotropic Stiffness and Programmable Actuation for Soft Robots Enabled by an Inflated Rotational Joint.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Anisotropic Stiffness and Programmable Actuation for Soft Robots Enabled by an Inflated Rotational Joint

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-10T04:33:43.246244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.959103Z digest=sha256:f67c7c89dc9525ca984de36a50ec6190770ee938303c63d28a019b6a30c1b7cf

Observation e0386b8f-9377-4233-bbbb-0858b312f576 · outbound

This paper cites Differentiable con vex optimization layers.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Differentiable con vex optimization layers

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.737564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.964485Z digest=sha256:0a5f5d6f327a5f37c5f911c71a9a354231aa3d36ae2d61d58c8bcdaf7bcb435d

Observation 138f50d2-2a92-4233-88fb-0351f1893148 · outbound

This paper cites Operator splitting for a homogeneous embedding of the linear complementarity problem.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Operator splitting for a homogeneous embedding of the linear complementarity problem

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.722861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.968879Z digest=sha256:b8742f6c3a491860c450c7b3519f27a98b04a8c0348a5f3a8301d153ab50a755

Observation 863b568b-65cc-4df1-a5ab-07dfc36c67db · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Pytorch: An imperative style, high-performance deep learning library

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.707268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.973743Z digest=sha256:4b4b7998c398a0aad0ed90848b9d1586cbe6dbdb0de860aced506855d4e4fca7

Observation 219c1c6f-19a5-4ea1-8741-1606504cf4af · outbound

This paper cites Design, modeling, control, and app lication o f everting vine robots.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Design, modeling, control, and app lication o f everting vine robots

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.692786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.978395Z digest=sha256:cfddd228cd21454873347f728bc1b533afd2b428726ca2dd1fc7e8d10603fc8b

Observation 2b357b84-a96c-4353-8591-c1ec1220e564 · outbound

This paper cites Modeling of bioinspired ap ical extension in a so ft r obot.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Modeling of bioinspired ap ical extension in a so ft r obot

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.677189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.982820Z digest=sha256:adebf809824555cc59d089ca121d3ed0d890472dd9656dd83f10661f2c3e45db

Observation 9e493ace-ce7e-4b7f-a026-7a0d149fcb1d · outbound

This paper cites Retraction o f soft growing robots w ithout buckling.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Retraction o f soft growing robots w ithout buckling

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.662468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.986998Z digest=sha256:5af4b659704cd0c439a7bbc52a3ce2b24d2182eb17a0e07b7995dc152ab87fca

Observation 58450776-1aaf-4e05-8b5e-86a542fdac9e · outbound

This paper cites Character- izing environmental i nteractions for soft growing robots.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Character- izing environmental i nteractions for soft growing robots

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.647803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.993937Z digest=sha256:9a5412dea13ee0ee9266f63cefe522cea342a6304b28d1b5e91d85bf13f1cfc3

Observation 2d3d7e12-091f-4d65-a046-ea500d389cd1 · outbound

This paper cites Collapse of straight soft growing inflated beam robots under their own weight.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Collapse of straight soft growing inflated beam robots under their own weight

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.632866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:42.998729Z digest=sha256:d3471710c0b17fd943de91deb81152ca66dd91bc2ed315e8a6296a414ca144e4

Observation 5a81b2fd-8f4e-48ff-9c9a-1095b35a1525 · outbound

This paper cites A soft, steerable continuum robot that grows via tip extension.

Physics-Grounded Differentiable Simulation for Soft Growing Robots A soft, steerable continuum robot that grows via tip extension

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.616472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.006052Z digest=sha256:b839b0130d6ef332c3e6720f67332969ab502b184db35dc1ef3bf0632e2f0fad

Observation 1e4f732e-77e4-4d3a-84ac-abf2181ad2a1 · outbound

This paper cites A concise guide to modelling the physics of embodied intelligence in soft robotics.

Physics-Grounded Differentiable Simulation for Soft Growing Robots A concise guide to modelling the physics of embodied intelligence in soft robotics

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.601641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.010541Z digest=sha256:6257a1f633ff5bb480ebf4a4e0f9f103a82570c0cbc5ad4366f22d4b7710a6f6

Observation 771db797-b3dc-4f05-9c89-b13fb6ab9f76 · outbound

This paper cites Sofa: A multi-model fr amework for i nteractive ph ysical simulation.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Sofa: A multi-model fr amework for i nteractive ph ysical simulation

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.587339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.014878Z digest=sha256:4b526aedfb8bb46402c43978fcc4ce9d9b93a358fac6a5a9b33640ae7e89801d

Observation 7898ad5a-48fe-4694-a1a6-c9dd772b744f · outbound

This paper cites L umped parameter dynamic mode l of an eversion g rowing robot: Analysis, simulation and e xperimental v alidation.

Physics-Grounded Differentiable Simulation for Soft Growing Robots L umped parameter dynamic mode l of an eversion g rowing robot: Analysis, simulation and e xperimental v alidation

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.572378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.019067Z digest=sha256:3fb140108b09ff3c563b993632a3f53b4108811478edb490dcdf3dafdbf7c25c

Observation 9b2657b3-2a22-4d2c-be40-e4ffc4e2ff09 · outbound

This paper cites Development and evaluation o f an intuitive flexible interface for t eleoperating so ft growing robots.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Development and evaluation o f an intuitive flexible interface for t eleoperating so ft growing robots

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.557225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.023221Z digest=sha256:09ba9197c5ab87995ce86fb4b0e980903807e6ac8a7cb319cf9d8d59f98de98f

Observation 0b6c9d22-9b82-48c7-b28a-9ff097cf9f2a · outbound

This paper cites Automatic differentiation in machine learning: A survey.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Automatic differentiation in machine learning: A survey

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.543237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.027631Z digest=sha256:22ca8fab29e45f0497b1896953dc23e114564ae220b0a7576349a01aac70aa09

Observation 9823c31a-e7f4-417e-bd9d-ba2819260e9b · outbound

This paper cites Jax: Composable transformations o f python+numpy programs.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Jax: Composable transformations o f python+numpy programs

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.530265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.033100Z digest=sha256:03cb28fb81b50b9006fa3245e83d5633329ca5ce27454f1e76e69ce5551dab19

Observation 9dec0bf4-80c8-43ea-9d99-fc5acc3658bb · outbound

This paper cites Brax -- A Differentiable Physics Engine for Large Scale Rigid Body Simulation.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Brax -- A Differentiable Physics Engine for Large Scale Rigid Body Simulation

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-10T04:33:43.037965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:33:43.037965Z digest=sha256:f0267f1f197717ed9d47600823f4b65465764922d8a69961d614b6ea0df71f1e

Observation 6cf035f3-49f9-491c-beeb-f9128f19c071 · outbound

This paper cites Optimization-based inverse model of soft r obots w ith con tact handling.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Optimization-based inverse model of soft r obots w ith con tact handling

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.516731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.043660Z digest=sha256:fbdb57ed45d66f25077650059a238876c0d4666f4c7ef82b814ce9a37cfed0a3

Observation fd672cae-16bd-481e-aa17-ad1d915a0811 · outbound

This paper cites Robot model identification and learning: A modern perspective.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Robot model identification and learning: A modern perspective

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.502374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.048695Z digest=sha256:ab09136d28a112a696d81c2f803c7f6cefc6db0630e8acc142f48d31d029d1bf

Observation 33473cdb-796f-462f-8a07-8dacadd8ef93 · outbound

This paper cites Do d iffer- entiable s imulators g ive be tter policy gradients?.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Do d iffer- entiable s imulators g ive be tter policy gradients?

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.486934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.053923Z digest=sha256:244afcf8c130bcfd4a49e10683deee47658b4a22cd8053e5368bddf09d0d2896

Observation 5de92805-c51a-48ed-9b1c-472bcedfc619 · outbound

This paper cites Differentiable physics and s table modes for tool-use and man ipula- tion planning.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Differentiable physics and s table modes for tool-use and man ipula- tion planning

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.472166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.058693Z digest=sha256:0eb564746cecc83269e76f77fc31dff8d211371d324f3bcecb69a1c68c600f44

Observation f5acec36-c73d-4892-a09b-2055b4f72eb1 · outbound

This paper cites Differentiating Through a Cone Program.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Differentiating Through a Cone Program

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-10T04:33:43.063373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:33:43.063373Z digest=sha256:993b488f0392c2ec2e7a883cbb9e693e9991338d47af8de1d6a4b1ba92e9edc1

Observation e0201b9e-70d0-48b3-afea-8c223efafa78 · outbound

This paper cites Optnet: Differentiable optimization as a layer i n neu ral networks.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Optnet: Differentiable optimization as a layer i n neu ral networks

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.456854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.068363Z digest=sha256:d5b13df359856313855f0de7c098a2177efa3bec7b4a3db4b6dcfc5cde95066f

Observation 6bd9dd9a-76d6-4568-8d94-99c3c144af69 · outbound

This paper cites Dojo: A Differentiable Physics Engine for Robotics.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Dojo: A Differentiable Physics Engine for Robotics

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-10T04:33:43.073122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:33:43.073122Z digest=sha256:bc3c7d3779151bc0712fefca303bd2ae7c19819a476748518a75f382f1b21f8f

Observation 9fa696c0-d419-4792-92d9-00454439900a · outbound

This paper cites Soft robot control with a learned differentiable model.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Soft robot control with a learned differentiable model

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.441255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.078447Z digest=sha256:866271cd98857ca48c1f2a83d5119efce4a4274a372149a91da659238f4a9182

Observation 2dd2004b-9084-4d14-9a21-9413034282a9 · outbound

This paper cites Diffaqua: A differentiable compu tational design pipeline for soft underwater swimmers w ith shape interpolation.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Diffaqua: A differentiable compu tational design pipeline for soft underwater swimmers w ith shape interpolation

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.425793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.083566Z digest=sha256:e87eaeac089ea34482d7876b90462940cd5f3d4fe6a41e93766efa38a9cfeeba

Observation b6128f70-5bda-4a2e-9737-491abc915ad9 · outbound

This paper cites Learning-in-the-loop optimization: End-to-end control and co-design of soft robots through learned deep latent representations.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Learning-in-the-loop optimization: End-to-end control and co-design of soft robots through learned deep latent representations

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.409542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.088762Z digest=sha256:f0aa9d5244aacc29643d15fa9ede418f549e9c4e4f611054518119780fa9aca4

Observation 6112bedc-8b80-4f40-94d5-d7fc26936d30 · outbound

This paper cites Forward-Mode Automatic Differentiation in Julia.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Forward-Mode Automatic Differentiation in Julia

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-10T04:33:43.093384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:33:43.093384Z digest=sha256:9be126c0390f3b0b63743d9830766ac9dba40867953fab8cb57fc1708d65b86f

Observation d213b8e7-b65a-4773-bc72-a998e4a8992b · outbound

This paper cites Globally convergent type–I Anderson acceleration for non-smooth fixed-point iterations.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Globally convergent type–I Anderson acceleration for non-smooth fixed-point iterations

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.390777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.098270Z digest=sha256:81c93ef30456f304a4520facffdd952b98b24815e2ed713f68b1f4bdeda935fd

Observation 0a47fd68-2d9f-4f5e-9ac1-48341649ce03 · outbound

This paper cites The OpenCV Library.

Physics-Grounded Differentiable Simulation for Soft Growing Robots The OpenCV Library

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.374407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.102732Z digest=sha256:b94dad56773768452e8f17bed8ce5e09fe010564aea3576ab574267516609ed1

Observation edf42e9c-ceae-4d9a-bb00-37a8b8a862b7 · outbound

This paper cites Decoupled Weight Decay Regularization.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Decoupled Weight Decay Regularization

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-10T04:33:43.107314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:33:43.107314Z digest=sha256:c0fdacab3f93b13ddcdfef95acb78980b277b9371b1d7a9facf0bec01bfe5c50

Observation efc50e1a-7d07-4665-9cc4-631a03a829c3 · outbound

This paper cites Differen- tiable mpc for end-to-end planning and con trol.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Differen- tiable mpc for end-to-end planning and con trol

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.356840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.111946Z digest=sha256:cb98e25f15ef8adad7aa5a93c1471fa68ac18a75fc794d8ebc6f34334afdb0af

Observation 4b5b363b-3520-4ff6-84eb-c1eeb457d0d2 · outbound

This paper cites Single-level differentiable contact simulation.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Single-level differentiable contact simulation

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.340075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.116494Z digest=sha256:7ada07b63bdd3b9bd240031419e9eee27c23dd31b238faed5730e83ffd0f5197

Observation aef09284-d733-4f0d-8fd3-dc2a676e3bd8 · outbound

This paper cites Rethinking optimization w ith d ifferentiable s imulation from a g lobal perspec- tive.

Physics-Grounded Differentiable Simulation for Soft Growing Robots Rethinking optimization w ith d ifferentiable s imulation from a g lobal perspec- tive

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:33:43.325038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:33:43.121801Z digest=sha256:285cc777c3c12bdb7dd723f9cf343d45c0d41617b8a0c9f9d9032f58c819cf27

Pith citing papers

No inbound Pith citation observations are available.