Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T18:55:19.100761Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2508.13859.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T18:55:19.100761Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7d6c4256-84e9-4672-b22e-8d6c4889ba92 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression write newline
Reference 1
Source-reported events for the cited work
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Observation 25b82a19-5c86-4bde-a6ef-0a933c545cae · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2022 Interpretable machine learning: Fundamental principles and 10 grand challenges
Reference 2
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Observation 6bcbac92-cac8-45a7-9e4e-cda7574409ce · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2022 Analytical Modeling of Exoplanet Transit Spectroscopy with Dimensional Analysis and Symbolic Regression
Reference 3
Source-reported events for the cited work
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Observation 74b90dda-b250-414b-bada-88c6181006e0 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression , Kammerer, Lukas , Kronberger, Gabriel , Desmond, Harry , Ferreira, Pedro G
Reference 4
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Unavailable: canonical work link unavailable.
Observation 01f3457f-00ff-44de-83fe-9ee342546241 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2023 On the functional form of the radial acceleration relation
Reference 5
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Unavailable: canonical work link unavailable.
Observation 2644c500-6991-401b-a89c-95397c381607 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2023 Rediscovering orbital mechanics with machine learning
Reference 6
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Unavailable: canonical work link unavailable.
Observation b7ddd1fe-878c-4aee-9a64-d1923ce9ddb9 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression Symbolic Regression with a Learned Concept Library
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f138ac26-2aa7-4db9-84a4-4838a8d0a0b3 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2019 Symbolic regression in materials science
Reference 8
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Unavailable: canonical work link unavailable.
Observation 10ace0d2-0a14-4ac6-8f0b-906a2b350379 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2022 Symbolic regression in materials science via dimension-synchronous-computation
Reference 9
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Unavailable: canonical work link unavailable.
Observation 369aae9a-162f-4d43-9b6c-6c8fbf88490b · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2024 Exploring the mathematic equations behind the materials science data using interpretable symbolic regression
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2a63fecc-1e3e-41e7-8ffd-30410d2bbb77 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2023 Is the machine smarter than the theorist: Deriving formulas for particle kinematics with symbolic regression
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 49df84a7-9fd9-4069-9a55-053223b6176e · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2024 Symbolic regression for precision LHC physics
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 32514a54-3db7-4bc0-937d-eff59546172a · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2023 Modeling and Control of Robotic Manipulators Based on Symbolic Regression
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5bba7888-7266-4f00-a245-bdd0ff50344c · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2021 Controller design by symbolic regression
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1feede9c-16bf-437c-947e-6433b489ac0f · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2023 A flexible symbolic regression method for constructing interpretable clinical prediction models
Reference 15
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Unavailable: canonical work link unavailable.
Observation 3d571ece-d279-45d3-972f-b231e036e850 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2021 Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 008ef1a2-7b2a-436a-923c-baad362f1b27 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2022 End-to-end symbolic regression with transformers
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 46c9c089-9dd3-4527-ad5a-8cd506f651e6 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2022 A Unified Framework for Deep Symbolic Regression
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a68bb913-6502-43fb-982f-8c0d75acfcc6 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2024 SymFormer: End-to-End Symbolic Regression Using Transformer-Based Architecture
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ae66070d-8d3e-41df-bf91-f6126f855c15 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2018 Learning equations for extrapolation and control
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 05c108e7-2634-4958-85c8-8772f58e0511 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2013 Prioritized grammar enumeration: symbolic regression by dynamic programming
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4a98c0f1-8952-4aba-8f5a-08fd1a0882be · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2018 A global MINLP approach to symbolic regression
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 03f658ac-46c0-48a5-b827-7321d87aac0a · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 675655bb-3555-4506-aaa7-181c51f2e794 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2e03d901-b3b5-4501-bb51-cc3d988a4bf7 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 1992 Genetic Programming: On the Programming of Computers by Means of Natural Selection
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ac02ecad-c8f8-4cc4-9a8f-4b3d64df79d1 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2021 Contemporary Symbolic Regression Methods and their Relative Performance
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 183aebf7-24bc-4eaa-8740-7286d4de57ea · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2024 SRBench++: Principled Benchmarking of Symbolic Regression With Domain-Expert Interpretation
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ffe01af-ee19-4a24-9fb7-4d22ab08b8f2 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2024 The Inefficiency of Genetic Programming for Symbolic Regression
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 63a8b80c-490f-4028-8071-db3e2af19e67 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2015 An Efficient Structural Diversity Technique for Genetic Programming
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e52af719-85da-43ca-8aa4-37c4164a65b7 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2021 Preserving Population Diversity Based on Transformed Semantics in Genetic Programming for Symbolic Regression
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ba6e1aac-b4b3-4800-a4cd-9f22c7fce9c4 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2020 Parameter identification for symbolic regression using nonlinear least squares
Reference 31
Source-reported events for the cited work
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Observation f646394e-ccf2-458b-90f6-694052891d43 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2024 Revisiting Gradient-Based Local Search in Symbolic Regression
Reference 32
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Observation 65ee5ba6-77dd-42d6-a5cb-435c8885fcf9 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2013 Exploration and exploitation in evolutionary algorithms: A survey
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation acce6ce2-c6f0-496e-ba03-d6a006a488fa · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2000 Finite population effects for ranking and tournament selection
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b68470d6-93cd-47e0-af3b-c846be781feb · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2011 Impacts of sampling strategies in tournament selection for genetic programming
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 275d1859-a57d-4a01-93fb-fe391c31d2db · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 1994 On the use of a directed acyclic graph to represent a population of computer programs
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3c6f9abf-8d89-4427-afda-fcf0109fd9b9 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2004 Alternatives in Subtree Caching for Genetic Programming
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 86f94196-5605-42a9-9598-564848cdb055 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2025 Improving Genetic Programming for Symbolic Regression with Equality Graphs
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41bd1c4d-e721-4f0b-8499-7ddd17aaca8a · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2008 SCHEME: Caching subtrees in genetic programming
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5d65bbbc-5466-44dd-956f-d4ba71f8ed0e · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 1992 On the editing distance between unordered labeled trees
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1bc7aff6-19b1-4107-a96b-34eb138ec839 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2019 Online Diversity Control in Symbolic Regression via a Fast Hash-based Tree Similarity Measure
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08d7926b-4995-4631-aa17-8a48686dc7d3 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2020 Operon C++: an efficient genetic programming framework for symbolic regression
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 647cab48-bee0-4196-96be-e53afcc46d84 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2019 The Parallel Hashmap
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9bc4a997-81cf-4c12-b261-453329f082da · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2021 Scrambled Linear Pseudorandom Number Generators
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75c140ec-206e-4ffc-814f-b7eb5ff9f8c0 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2002 A fast and elitist multiobjective genetic algorithm: NSGA-II
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03c5f7e5-ef7b-4877-9eec-0f4e6d9857c9 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2019 Minimum description length revisited
Reference 46
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Unavailable: canonical work link unavailable.
Observation 11f7e32e-dbea-42a4-ae8b-39ab87cb4902 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2019 The Levenberg-Marquardt algorithm for nonlinear least squares curve-fitting problems
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 149f15c3-6bb2-470d-946c-7cf361bd0a7b · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2008 Evolutionary Computation in the Chemical Industry
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1b7d1332-8514-4ccd-8cad-de25c96b5e4a · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2021 Application of symbolic regression for constitutive modeling of plastic deformation
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d8650925-74c1-403c-b078-82d286f0f1a1 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2018 Predicting friction system performance with symbolic regression and genetic programming with factor variables
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37cbaf48-35a2-477a-bf84-92d237f0dcc6 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 2007 Battery data set
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ecf6f8b7-aaa0-4dbc-91d9-00475770c801 · outbound
Zobrist Hash-based Duplicate Detection in Symbolic Regression 1950 Laws of flow in rough pipes
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.