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Paper Citation Record · LEDGER

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis

As of 7 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 0 inbound Pith citation observations for arXiv:2511.00934.

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

pith.paper-citation-record.v1
2511.00934 v3

Coverage vector

measured 79 of 79 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:33:35.666915Z

measured 79 of 79 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

79 of 79 outbound references displayed

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Outbound references

Observation de17ebcf-cb89-4de0-99be-74de2881bf97 · outbound

This paper cites Generalizing Safety Be- yond Collision-Avoidance via Latent-Space Reachability Analysis,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Generalizing Safety Be- yond Collision-Avoidance via Latent-Space Reachability Analysis,

Reference 1

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source=pdf_text observed=2026-08-04T00:33:27.307043Z digest=sha256:bb96577e8a3b995e4c8c90852f474b5ecc1a55a6488f6ed822acca1c1c5874de

Observation 6633be34-e680-4fab-921b-37202d1f38ce · outbound

This paper cites Semantically Safe Robot Manipulation: From Semantic Scene Understanding to Motion Safeguards,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Semantically Safe Robot Manipulation: From Semantic Scene Understanding to Motion Safeguards,

Reference 2

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Observation b5c4933b-58e4-4208-b13c-8ae15db328e9 · outbound

This paper cites Autonomous COLREGs-compliant decision making using maritime radar tracking and model predictive control,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Autonomous COLREGs-compliant decision making using maritime radar tracking and model predictive control,

Reference 3

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Observation bd8b472d-674c-4678-bf00-e1aa4e4a00e7 · outbound

This paper cites Seeing, Saying, Solving: An LLM-to-TL Framework for Cooperative Robots.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Seeing, Saying, Solving: An LLM-to-TL Framework for Cooperative Robots

Reference 4

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Observation ff96e290-c7cc-44da-bd63-de8885df15f7 · outbound

This paper cites AutoTAMP: Autoregressive Task and Motion Planning with LLMs as Translators and Checkers,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis AutoTAMP: Autoregressive Task and Motion Planning with LLMs as Translators and Checkers,

Reference 5

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source=pdf_text observed=2026-08-04T00:33:27.811879Z digest=sha256:0b7230c5c291e8eac6a73b619445dbc75be2dc822308e286f8b2aa342aa01bfd

Observation 331722aa-14bb-460a-868f-cd1e95080469 · outbound

This paper cites Continuous-Time Control Synthesis Under Nested Signal Temporal Logic Specifications,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Continuous-Time Control Synthesis Under Nested Signal Temporal Logic Specifications,

Reference 6

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Observation 7d9a5701-ae85-473d-84f9-f159199e21f1 · outbound

This paper cites Control of Mobile Robots Using Barrier Functions Under Temporal Logic Specifications,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Control of Mobile Robots Using Barrier Functions Under Temporal Logic Specifications,

Reference 7

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Observation 1f49d93d-070b-4e23-a201-8249e96710cc · outbound

This paper cites Reinforcement learning with temporal logic rewards,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Reinforcement learning with temporal logic rewards,

Reference 8

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Observation f5a86ea2-0462-4347-95c6-c11e70091ed1 · outbound

This paper cites Temporal-Logic-Based Reward Shaping for Continuing Reinforcement Learning Tasks,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Temporal-Logic-Based Reward Shaping for Continuing Reinforcement Learning Tasks,

Reference 9

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Observation abed02eb-8add-49b9-874f-2eee7206b385 · outbound

This paper cites Safe Control Under Uncertainty with Prob- abilistic Signal Temporal Logic,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Safe Control Under Uncertainty with Prob- abilistic Signal Temporal Logic,

Reference 10

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source=pdf_text observed=2026-08-04T00:33:28.436375Z digest=sha256:e1c7a13cc2640f75338b577bcbeb3b6f4508d992c1362cd1e1af1bdc341359c7

Observation 05de1846-3adb-4575-89cb-c549bbdec4da · outbound

This paper cites Control with Probabilistic Signal Temporal Logic.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Control with Probabilistic Signal Temporal Logic

Reference 11

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Observation 8763d599-84cf-4c9c-89df-547bb185a220 · outbound

This paper cites Confor- mal Prediction for STL Runtime Verification,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Confor- mal Prediction for STL Runtime Verification,

Reference 12

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source=pdf_text observed=2026-08-04T00:33:28.720047Z digest=sha256:1431bfe9b5d911b512a703a2d8eba541e72f9fc751e402d4a9814b203b321862

Observation 361c8ce0-df2a-4f4b-bad6-79eadae6d4b3 · outbound

This paper cites A theory of the learnable,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis A theory of the learnable,

Reference 13

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source=pdf_text observed=2026-08-04T00:33:28.879403Z digest=sha256:fbf9649daed04e35ec6075f66ed422588c4f523c38aad0bfc5d9188f01f90ee9

Observation 521e08a2-5688-4258-9574-cdc5e2ace7dc · outbound

This paper cites Interval Signal Tempo- ral Logic From Natural Inclusion Functions,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Interval Signal Tempo- ral Logic From Natural Inclusion Functions,

Reference 14

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source=pdf_text observed=2026-08-04T00:33:28.984806Z digest=sha256:28865e3faabefc5db76ba6a0e6ea1b05bfcf7c63170483b80294117a61a2c0ce

Observation ecf43d33-0dae-4493-9c96-2840461bd82c · outbound

This paper cites Estimating Reachable Sets with Scenario Optimization,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Estimating Reachable Sets with Scenario Optimization,

Reference 15

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source=pdf_text observed=2026-08-04T00:33:29.059246Z digest=sha256:7ef8dc172943dc7c52b48afa4cbb99ba34b4def6208c8607aad1debd24ea9f18

Observation 73fa140b-7dca-4f82-a6e3-2b98df52b2b3 · outbound

This paper cites Data-Driven Reachability with Scenario Optimization and the Holdout Method.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Data-Driven Reachability with Scenario Optimization and the Holdout Method

Reference 16

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source=pdf_text observed=2026-08-04T00:33:29.174206Z digest=sha256:aac228c2bf8e3d647719ede173cee7c3a906f0b9b49439e830da33402c4946ed

Observation 993b4e00-c141-4754-8597-57ff461e0a09 · outbound

This paper cites Set Propagation Techniques for Reachability Analysis,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Set Propagation Techniques for Reachability Analysis,

Reference 17

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source=pdf_text observed=2026-08-04T00:33:29.296145Z digest=sha256:5dce6f55ad6d981b13e70a3aeb578060b68a1768072075362d04b3c3657e085d

Observation f736d53d-3dd6-4d56-85f6-8e7a3a2899f1 · outbound

This paper cites Guarantees for Real Robotic Systems: Unifying Formal Controller Synthesis and Reachset- Conformant Identification,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Guarantees for Real Robotic Systems: Unifying Formal Controller Synthesis and Reachset- Conformant Identification,

Reference 18

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Observation d4584ce1-a0e2-4342-84cc-07f7061ae2ed · outbound

This paper cites Data-Driven Reachability Analysis with Christoffel Functions,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Data-Driven Reachability Analysis with Christoffel Functions,

Reference 19

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Observation f394ff21-f572-466c-9069-c1e632da2b2e · outbound

This paper cites NeuReach: Learning Reachability Functions from Simulations,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis NeuReach: Learning Reachability Functions from Simulations,

Reference 20

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source=pdf_text observed=2026-08-04T00:33:29.527716Z digest=sha256:d7dea238865da39461492e050506e7ff8cc6424b1c7556ac01c950195dbdc973

Observation a76fe014-babd-401b-88e0-50a3ac46efab · outbound

This paper cites Data-Driven Reachability Analysis for Gaussian Process State Space Models,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Data-Driven Reachability Analysis for Gaussian Process State Space Models,

Reference 21

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source=pdf_text observed=2026-08-04T00:33:29.591173Z digest=sha256:fc638c8edbf8ad6c920d84b792df263cbb32eb317a1ed6488225027c4c303d65

Observation b55c7bdf-8a3f-40f8-b6de-17e58003cd15 · outbound

This paper cites Reachability-based safe learning with Gaussian processes,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Reachability-based safe learning with Gaussian processes,

Reference 22

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source=pdf_text observed=2026-08-04T00:33:29.648341Z digest=sha256:2e8dade8780e3fee949903eac7cef2aded285a0990176146f1d7aa26c0ab02ee

Observation bd162fd0-ad31-4001-900e-f7dcdfd012f7 · outbound

This paper cites Nonconvex Scenario Op- timization for Data-Driven Reachability,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Nonconvex Scenario Op- timization for Data-Driven Reachability,

Reference 23

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source=pdf_text observed=2026-08-04T00:33:29.740027Z digest=sha256:b4e90e6ea0217466cf79b3638dff0452f0777011bfd85556c1a9690f91d6d664

Observation 77413744-9ed1-4c1d-a14a-c7ee0acc18b2 · outbound

This paper cites Verification of neural reachable tubes via scenario optimization and conformal prediction,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Verification of neural reachable tubes via scenario optimization and conformal prediction,

Reference 24

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source=pdf_text observed=2026-08-04T00:33:29.886380Z digest=sha256:63b8b2f22d5c067c6b49505cfb5742ca824485c7cd9b0f28b8d67fb8c5779702

Observation 61d25a97-1d1b-4b24-809a-319c5c48bd50 · outbound

This paper cites Scenario-Based Probabilistic Reach- able Sets for Recursively Feasible Stochastic Model Predictive Control,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Scenario-Based Probabilistic Reach- able Sets for Recursively Feasible Stochastic Model Predictive Control,

Reference 25

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source=pdf_text observed=2026-08-04T00:33:29.987190Z digest=sha256:587e677a28f2f3c5b94ea34e272f9ec9779949157525ca07ae398f67eec51aab

Observation 1aef0691-29f8-450a-ba21-303d7224b77d · outbound

This paper cites Data-Driven Reachability Analysis of Stochastic Dynamical Systems with Conformal Inference,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Data-Driven Reachability Analysis of Stochastic Dynamical Systems with Conformal Inference,

Reference 26

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source=pdf_text observed=2026-08-04T00:33:30.079420Z digest=sha256:7e059df75fcba596516282f0f00528b1676d5cdd0f229c187a68d8529b26fd7a

Observation 1c72d877-2444-40da-a222-c3157164d275 · outbound

This paper cites Conformalized Reachable Sets for Obstacle Avoidance with Spheres,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Conformalized Reachable Sets for Obstacle Avoidance with Spheres,

Reference 27

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source=pdf_text observed=2026-08-04T00:33:30.175574Z digest=sha256:dffd967f09abb79d1314d5d05e75b9d6039b94253a5b32198aa6200d999f23da

Observation 9c5514c9-a20d-4086-bb5c-844c75ff1b9f · outbound

This paper cites Data-driven Reachability using Christoffel Functions and Conformal Prediction,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Data-driven Reachability using Christoffel Functions and Conformal Prediction,

Reference 28

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source=pdf_text observed=2026-08-04T00:33:30.279882Z digest=sha256:8cce400254e3cb44885314d0d64d9cb0cb3e4353b0ce931ae413db0e7cf0d84a

Observation 4a3554f6-c1a5-4f54-b312-fcff93020f11 · outbound

This paper cites Data-Driven Reachability Analysis Using Matrix Zonotopes,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Data-Driven Reachability Analysis Using Matrix Zonotopes,

Reference 29

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source=pdf_text observed=2026-08-04T00:33:30.376970Z digest=sha256:db0f0d2ebae1d02a993978474cbd055e088df9f3d29931efd4e62b50819dba61

Observation d6f4f3b1-2bbf-4af1-8c52-82f8a45e83d1 · outbound

This paper cites Data- Driven Reachability Analysis From Noisy Data,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Data- Driven Reachability Analysis From Noisy Data,

Reference 30

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source=pdf_text observed=2026-08-04T00:33:30.439200Z digest=sha256:19d52dcd18189ce2ef38c7d631b5a5fe8875ed500c65ab427e2ac64409b338a1

Observation 0b42066f-bfc6-4b10-abd3-b7b32c21aa56 · outbound

This paper cites Data-Driven Reachability Analysis for Nonlinear Systems,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Data-Driven Reachability Analysis for Nonlinear Systems,

Reference 31

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Observation a4862ad7-051f-474a-bc56-7b6990b16816 · outbound

This paper cites Two Space-Time Obstacle Repre- sentations Based on Ellipsoids and Polytopes,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Two Space-Time Obstacle Repre- sentations Based on Ellipsoids and Polytopes,

Reference 32

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source=pdf_text observed=2026-08-04T00:33:30.643134Z digest=sha256:276c6813c43d83de24c5e4c8e57481d894a53f5af40f155b67be6e7a1cc0f525

Observation ad3b5020-76dc-410f-955b-87f9b8ec4be4 · outbound

This paper cites Safe Autonomy for Uncrewed Surface Vehicles Using Adaptive Control and Reachability Analysis,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Safe Autonomy for Uncrewed Surface Vehicles Using Adaptive Control and Reachability Analysis,

Reference 33

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Observation 5cd43650-86da-46f8-833e-8c0d801eb642 · outbound

This paper cites A Tutorial on Conformal Prediction,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis A Tutorial on Conformal Prediction,

Reference 34

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source=pdf_text observed=2026-08-04T00:33:30.845072Z digest=sha256:b0f55f52840d72d0dc9d66dcbe3daee0271b2b73c9bd57f5470af5671f2ec6af

Observation a158342f-e8a9-4a86-a00a-03ad7cbb3e95 · outbound

This paper cites Formal Verification and Control with Conformal Prediction.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Formal Verification and Control with Conformal Prediction

Reference 35

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source=pdf_text observed=2026-08-04T00:33:30.910027Z digest=sha256:b1f5d60fc98244640816ea3e432256a32695c8b1622887bd40e6ea6e1ef5f19b

Observation b3968f75-4bcc-44ad-b366-4948a2f584b0 · outbound

This paper cites A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

Reference 36

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source=pdf_text observed=2026-08-04T00:33:31.016285Z digest=sha256:f3432e2fab4ca26960eeecefa042bea7c45c81c80cc2f389f8d41e7a3dc7f6d9

Observation 6c080009-db61-42fb-952c-1d3f8bb152a6 · outbound

This paper cites V ovk, A.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis V ovk, A

Reference 37

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source=pdf_text observed=2026-08-04T00:33:31.119630Z digest=sha256:077052ce70bdd7ff335eaa4666d17ccffaa647c80e0e705280bae44897e55976

Observation e7f0bb23-eb96-4f25-bfed-43e1510b944b · outbound

This paper cites Scenario optimization,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Scenario optimization,

Reference 38

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source=pdf_text observed=2026-08-04T00:33:31.195017Z digest=sha256:d92b5dd42c099b073066518d8244938d3dd21d80dbe197831ea17517b24dc58d

Observation 425fd4b8-bac0-4b7a-a621-9b9224f9de95 · outbound

This paper cites A General Scenario Theory for Nonconvex Optimization and Decision Making,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis A General Scenario Theory for Nonconvex Optimization and Decision Making,

Reference 39

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source=pdf_text observed=2026-08-04T00:33:31.287780Z digest=sha256:c4e76fc53753649e12e522e9ba8c8e23ade78b93b8fbf95e5b6690859034bb87

Observation 9acf4217-e54a-43d8-aa8a-b9e296327349 · outbound

This paper cites Non-convex scenario optimization,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Non-convex scenario optimization,

Reference 40

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source=pdf_text observed=2026-08-04T00:33:31.382079Z digest=sha256:d9061bf7fe005277aad7fc0ccdb08112e5e1fbd5681cd20df601aaec88335c3d

Observation 45b8892c-0256-4e6a-bf1f-057e282321dd · outbound

This paper cites Conformal Predic- tion in the Loop: Risk-Aware Control Barrier Functions for Stochastic Systems With Data-Driven State Estimators,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Conformal Predic- tion in the Loop: Risk-Aware Control Barrier Functions for Stochastic Systems With Data-Driven State Estimators,

Reference 41

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source=pdf_text observed=2026-08-04T00:33:31.459506Z digest=sha256:4bfe55f0f58f37e9fafbc579ba5a08f10ac932cc999f99b8800086af7bd4151f

Observation dd3d0fe0-ee24-433b-8d1a-fae8aabf4a16 · outbound

This paper cites Safe Adaptive Cruise Control Under Perception Uncertainty: A Deep Ensemble and Conformal Tube Model Predictive Control Approach.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Safe Adaptive Cruise Control Under Perception Uncertainty: A Deep Ensemble and Conformal Tube Model Predictive Control Approach

Reference 42

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T00:33:31.559506Z digest=sha256:274eaa4025056d36f6a98615610e2e209ae955c54daffaa829ff24c4374a5d95

Observation a85336bd-a94a-4260-b097-654321239d4f · outbound

This paper cites Signal Temporal Logic Control Synthesis among Uncontrollable Dynamic Agents with Conformal Prediction.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Signal Temporal Logic Control Synthesis among Uncontrollable Dynamic Agents with Conformal Prediction

Reference 43

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source=pdf_text observed=2026-08-04T00:33:31.639390Z digest=sha256:94339b1426924eec07035353ad943c9944d4b5767fb8112cc95c0765d5e2c36d

Observation 4bd22f82-7cef-4d37-b365-f41d238d288a · outbound

This paper cites Safe Planning in Dynamic Environments Using Conformal Prediction,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Safe Planning in Dynamic Environments Using Conformal Prediction,

Reference 44

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source=pdf_text observed=2026-08-04T00:33:31.730500Z digest=sha256:b23cbfb1299952bdf0ee0ca88e0f31a946578147e4c4f974b5cf6aec42f6dd3f

Observation 3a8d4b77-5edd-4234-b194-7700cf680f4a · outbound

This paper cites Safety-Critical Control with Un- certainty Quantification using Adaptive Conformal Prediction,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Safety-Critical Control with Un- certainty Quantification using Adaptive Conformal Prediction,

Reference 45

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T00:33:31.811659Z digest=sha256:de8653a45736cb9b4c62bf069cedbab5b8f8b4767d8b90198eb51fb62bdfa840

Observation eced9243-c12b-4278-82e9-b9294615e642 · outbound

This paper cites Uncer- tainty quantification and robustification of model-based controllers using conformal prediction,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Uncer- tainty quantification and robustification of model-based controllers using conformal prediction,

Reference 46

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source=pdf_text observed=2026-08-04T00:33:31.918399Z digest=sha256:2cac7c46b1244e29323da09e0e31e9380531612420abbc34e6165b33071faa37

Observation 6a50221c-af4f-4183-ad7a-10b0ae69f11b · outbound

This paper cites The scenario approach to robust control design,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis The scenario approach to robust control design,

Reference 47

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T00:33:31.984537Z digest=sha256:af1694b63f4e9d3f675c3184ba7eccc8ce764e8d8a977dfa56868274c5584d2d

Observation 892307f1-a7d4-45b2-9c89-f5d2ff01dcc2 · outbound

This paper cites Non-convex scenario optimization,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Non-convex scenario optimization,

Reference 48

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:32.061524Z digest=sha256:1f74b9d816c720f9479eccd6940e92123587cf2c317e7e4be1a54d15b7ba6c69

Observation 4f5dc6de-3131-4bd2-8e0f-6e8c241e0404 · outbound

This paper cites Scenario-Based Trajectory Optimization in Uncertain Dynamic Envi- ronments,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Scenario-Based Trajectory Optimization in Uncertain Dynamic Envi- ronments,

Reference 49

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source=pdf_text observed=2026-08-04T00:33:32.135912Z digest=sha256:110b544c03ad386934e7a34cb92edbc34879b415cd9ce231aabfabbb2f2f0a0c

Observation c6f0ab7c-0cd7-423c-914c-78dbbb9875e4 · outbound

This paper cites Sample-based bounds for coherent risk measures: Applications to policy synthesis and verification,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Sample-based bounds for coherent risk measures: Applications to policy synthesis and verification,

Reference 50

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source=pdf_text observed=2026-08-04T00:33:32.180411Z digest=sha256:088b9d163a867dee8eae4b91b651ba502552bc9c52ee57cf6a532a78ebbd9273

Observation 88ddd39f-e5b2-4a21-b764-53dc7b7dcfde · outbound

This paper cites Monitoring temporal properties of con- tinuous signals,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Monitoring temporal properties of con- tinuous signals,

Reference 51

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source=pdf_text observed=2026-08-04T00:33:32.275614Z digest=sha256:82b80929a2cc91c451d0321268d50a5a4d3e0a0f061eecf58d038d5f7d320ab2

Observation 8ba4a03f-99d4-40f1-b6c4-755a32aa124e · outbound

This paper cites Robustness of temporal logic spec- ifications for continuous-time signals,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Robustness of temporal logic spec- ifications for continuous-time signals,

Reference 52

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source=pdf_text observed=2026-08-04T00:33:32.355027Z digest=sha256:6ae85ef34019168f73d3658e74264cde50bba2abbe96512beea5d16918e9f061

Observation 4d80642f-a94a-4c53-9160-9bccbb52d0a1 · outbound

This paper cites Incremental reasoning in probabilistic Signal Temporal Logic,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Incremental reasoning in probabilistic Signal Temporal Logic,

Reference 53

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:32.445730Z digest=sha256:d76d67b1e73e76623d1ae3eeb462a423f31dd4125cc8c4a62fd616a3abe48296

Observation 0945bc02-d8a1-48ac-865b-75102f631335 · outbound

This paper cites Robust online monitoring of signal temporal logic,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Robust online monitoring of signal temporal logic,

Reference 54

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:32.551834Z digest=sha256:079a29670c113dadd4c8e888564e0bd2d7c6b9f05ab420002477e5fa48d29a88

Observation c37cf27e-7bda-499c-9cc9-f54bbf9a7039 · outbound

This paper cites STL Model Check- ing of Continuous and Hybrid Systems,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis STL Model Check- ing of Continuous and Hybrid Systems,

Reference 55

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source=pdf_text observed=2026-08-04T00:33:32.631344Z digest=sha256:d920947226e76664f022c118d8b73c691ee4263dea0bc3e3c958abc26c519413

Observation e116c2d1-ca4d-4936-b9b9-ffed5ba3c7f6 · outbound

This paper cites Fully automated verification of linear time-invariant systems against signal temporal logic specifications via reachability analysis,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Fully automated verification of linear time-invariant systems against signal temporal logic specifications via reachability analysis,

Reference 56

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:32.685422Z digest=sha256:d88ed39624646eac09643e1ed34f7ab9125eb80bb0d5e37638d68f44cb413f09

Observation 13b6eb44-158a-4bbe-98f4-eb548e202946 · outbound

This paper cites Model Predictive Robustness of Signal Temporal Logic Predicates,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Model Predictive Robustness of Signal Temporal Logic Predicates,

Reference 57

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T00:33:32.771395Z digest=sha256:dd10fc155dd560e5f87ba3c3b4ee9103f9d7e884b0549b28440bdcb762f01a8d

Observation 47a68279-cb66-4317-a828-560f898c9773 · outbound

This paper cites Neurosymbolic Motion and Task Planning for Linear Temporal Logic Tasks,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Neurosymbolic Motion and Task Planning for Linear Temporal Logic Tasks,

Reference 58

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:32.853929Z digest=sha256:02c32d07ad297414f6f1ad98b9d72a5455c59af93cf8fad50039d68534cfb4cf

Observation e2e59e43-fbf3-499f-bc0c-25a6695b4750 · outbound

This paper cites Signal Temporal Logic Neural Predictive Control,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Signal Temporal Logic Neural Predictive Control,

Reference 59

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:32.926849Z digest=sha256:7fde375d77a22b11cc702f5a8b931b539b27207c91422ebcd06b5f8540c3b90c

Observation c699b0d4-172f-411f-b0ce-16f8cf936ae1 · outbound

This paper cites SpaTiaL: monitoring and planning of robotic tasks using spatio-temporal logic specifications,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis SpaTiaL: monitoring and planning of robotic tasks using spatio-temporal logic specifications,

Reference 60

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:32.985670Z digest=sha256:a795394c59728d7622f3694aadff73a3ec14eb2f6c907a67ff120edc0cb2cfbc

Observation ea2adff6-39ad-4b80-8483-e3dedb8bba8b · outbound

This paper cites Runtime Monitoring of Time Window Temporal Logic,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Runtime Monitoring of Time Window Temporal Logic,

Reference 61

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source=pdf_text observed=2026-08-04T00:33:33.051372Z digest=sha256:bc29aa5b3e3beaf0c3de4af5b9a8b4bd08bc73763490e155e393f08a497f5a92

Observation fd0e7789-c65f-4e8e-af64-cc4a67a1d96b · outbound

This paper cites Planning and Runtime Monitoring of Robotic Manipulator using Metric Interval Temporal Logic,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Planning and Runtime Monitoring of Robotic Manipulator using Metric Interval Temporal Logic,

Reference 62

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:33.143311Z digest=sha256:a369fc8b5e0b4581fc7dd8c1d3d4ffe3db7209bf96f41500b3f9fd42369501a0

Observation 9aa1515c-e583-457c-ad78-eccd39d0100f · outbound

This paper cites Sleep When Everything Looks Fine: Self-Triggered Monitoring for Signal Temporal Logic Tasks,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Sleep When Everything Looks Fine: Self-Triggered Monitoring for Signal Temporal Logic Tasks,

Reference 63

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:33.211451Z digest=sha256:917106708d98076fc8f569cff9bbaf8ed776bb1c51cf7cc8808b36e651a828f3

Observation deda73fb-85ee-4538-9e93-9a308107f6df · outbound

This paper cites Temporal Logics for Learning and Detection of Anomalous Behavior,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Temporal Logics for Learning and Detection of Anomalous Behavior,

Reference 64

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:33.327088Z digest=sha256:97b21f72fc562e163a0ddd565aea8ae1bd12aaef34e4e99638c32cbbf08991e1

Observation 0e2c60e7-8da0-4d94-b3ee-224ee341e092 · outbound

This paper cites Automatic simulation-based testing of autonomous ships using Gaussian processes and temporal logic,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Automatic simulation-based testing of autonomous ships using Gaussian processes and temporal logic,

Reference 65

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:33.377679Z digest=sha256:fa3faf3d073c1eaaec15157a37bcb9accb6e154deca90d492cfb05102a924998

Observation 00abde7f-34a7-40d0-b017-e4159966c965 · outbound

This paper cites Falsification-driven reinforcement learning for maritime motion planning.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Falsification-driven reinforcement learning for maritime motion planning

Reference 66

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source=pdf_text observed=2026-08-04T00:33:33.447673Z digest=sha256:e97398dbb7447eecfddda0fa14c1a0d4bba9453da3bd403d3c7ce3b614dbd275

Observation c993f6b6-c879-40f1-98a0-6c8f149e1d56 · outbound

This paper cites Past- time Signal Temporal Logic Hybrid Switching Control for Underwater Vehicles,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Past- time Signal Temporal Logic Hybrid Switching Control for Underwater Vehicles,

Reference 67

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:33.507058Z digest=sha256:8120fe11b23df900ed45720224b9aad857547af4360fdd1d293322f78ff417aa

Observation 3e5c27a8-d352-4751-b015-3c79e2426d1d · outbound

This paper cites Provable Traffic Rule Compliance in Safe Reinforcement Learning on the Open Sea,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Provable Traffic Rule Compliance in Safe Reinforcement Learning on the Open Sea,

Reference 68

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:33.665115Z digest=sha256:f8a059156beac64052117e2120053ea1b2ec1d758c39a6d0a886665255e61fb9

Observation e2c64e28-dc79-4287-8048-4ed71a1ce395 · outbound

This paper cites Computation of Minimum-V olume Covering Ellipsoids,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Computation of Minimum-V olume Covering Ellipsoids,

Reference 69

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:33.912796Z digest=sha256:fdde076ce4f210563c25396e549c10797ea617137f81e773d1dfd482788304ee

Observation 29fae14e-5c08-455c-a274-9d9d5c36582f · outbound

This paper cites Computing the V olume of a Zonotope,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Computing the V olume of a Zonotope,

Reference 70

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:34.066211Z digest=sha256:263034ca275868410d5ee6ccddf83a8007023866bbcb538c3c7f8aed419f17a9

Observation a9130284-bc88-4628-bd52-4ffa4296ce52 · outbound

This paper cites Determinants and the volumes of paral- lelotopes and zonotopes,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Determinants and the volumes of paral- lelotopes and zonotopes,

Reference 71

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:34.293331Z digest=sha256:34503d07b34d31f96dc334823c6b99f2de93a64480bb0bcc03b0643ec4cfaf9b

Observation ac174581-2e8d-4335-89a5-27e32d778313 · outbound

This paper cites Convention on the International Regulations for Preventing Collisions at Sea, 1972 (COLREGs),.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Convention on the International Regulations for Preventing Collisions at Sea, 1972 (COLREGs),

Reference 72

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:34.454874Z digest=sha256:d0b76054359a8e2e0ead830bb2f47486cb98c65c8cbcbe1160a8c60d3eb5d1cb

Observation 5c386548-33a8-4462-a17b-bbab40aa47f6 · outbound

This paper cites Temporal Logic Formalization of Marine Traffic Rules,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Temporal Logic Formalization of Marine Traffic Rules,

Reference 73

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:33:34.612057Z digest=sha256:2d32b45964fa09676d4d5399de3c340f1576a7bc89ee5ca5b0bc72ba428fe991

Observation b5b22b52-048a-42b3-b8fe-4fea861b4f73 · outbound

This paper cites an unresolved cited work.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Unresolved cited work

Reference 74

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Observation d60e203a-b45b-4bfd-8188-5ed0bf587659 · outbound

This paper cites Line-of-sight guidance for path following of marine vehicles,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Line-of-sight guidance for path following of marine vehicles,

Reference 75

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Observation b0e947d4-b5c4-4617-9749-d3e70f5c4df9 · outbound

This paper cites Provably Safe Reinforcement Learning: Conceptual Anal- ysis, Survey, and Benchmarking,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Provably Safe Reinforcement Learning: Conceptual Anal- ysis, Survey, and Benchmarking,

Reference 76

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Observation a80721d1-eef5-40d5-9eb6-37f476643878 · outbound

This paper cites Toward verified artificial intelligence,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Toward verified artificial intelligence,

Reference 77

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Observation dc7048dc-9645-42d8-bab1-3ffcec3a138d · outbound

This paper cites Interval Signal Temporal Logic for Robust Optimal Control,.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Interval Signal Temporal Logic for Robust Optimal Control,

Reference 78

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Observation fe3fc94e-0597-4bd4-ba92-aefa6a51fb56 · outbound

This paper cites Digital-physical testbed for ship autonomy studies in the Marine Cybernetics Laboratory basin.

pacSTL: PAC-Bounded Signal Temporal Logic from Data-Driven Reachability Analysis Digital-physical testbed for ship autonomy studies in the Marine Cybernetics Laboratory basin

Reference 79

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Pith citing papers

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