Paper Citation Record · LEDGER

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression

As of 17 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2504.16503.

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

pith.paper-citation-record.v1
2504.16503 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:06:23.380558Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

49 of 49 outbound references displayed

verified exact4
verified fuzzy1
unresolved37
parse uncertain0
malformed identifier5
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f21417af-3983-44fe-a1c5-373a838a3c2a · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.118510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20de952c-0914-4ff8-9495-65c4af995fce · outbound

This paper cites Logic Guided Genetic Algorithms.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Logic Guided Genetic Algorithms

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:06:24.859811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 49e1742f-b2db-4a18-a7ba-e6584c0c2dd7 · outbound

This paper cites Controllable Neural Symbolic Regression.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Controllable Neural Symbolic Regression

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:06:24.828635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 33c068dc-437c-4e8d-98ef-9acb093c8827 · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.136078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b191854c-e0f1-4891-ac14-cbd0edda9fd4 · outbound

This paper cites Neural Symbolic Regression that Scales.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Neural Symbolic Regression that Scales

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.141428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc54badd-8af5-4e81-977c-4b25de7cd55c · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.147146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94233c9b-9545-464c-8620-2393409bd644 · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:06:25.124926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2df1c88e-edf4-41d3-b7cf-128e6ded9779 · outbound

This paper cites OccamNet: A Fast Neural Model for Symbolic Regression at Scale.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression OccamNet: A Fast Neural Model for Symbolic Regression at Scale

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.158296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5671d5a4-9f6d-4001-8e5d-3c052f39137e · outbound

This paper cites Deep Symbolic Regression for Recurrent Sequences.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Deep Symbolic Regression for Recurrent Sequences

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.163697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b444062f-ee88-4f70-987f-03b400d7000b · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.169035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45a785c0-7e15-4405-9cac-6d6308f98c47 · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.174331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad9fcd56-b1e5-4659-944e-6ada4a1206d4 · outbound

This paper cites Haider, F.O.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Haider, F.O

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.179416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82a9f131-8c0b-4429-a91c-539b02e1d78a · outbound

This paper cites Weinberger.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Weinberger

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.184210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a5e8a43-dbf2-4437-8f8a-811dbebee1ff · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:06:25.094511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 84ab9670-ca41-4344-bdaf-43215afdf676 · outbound

This paper cites Lu, Srijon Mukherjee, Michael Gilbert, Li Jing, Vladimir Ceperic, and Marin Soljacic.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Lu, Srijon Mukherjee, Michael Gilbert, Li Jing, Vladimir Ceperic, and Marin Soljacic

Reference 15

Resolution: malformed identifier; no resolver link, observed 2026-08-16T11:06:23.199716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20651f4f-c816-48b0-baac-842521557825 · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:06:25.073968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c4fc7ae1-0b33-40e2-8670-38ba5da3ef19 · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.209653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b3f153f-8329-44b7-84c0-2ccf55bad512 · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.216330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9992b3a0-a266-46f3-afe7-8a3c7303c481 · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.221407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a952eb06-fef7-422c-995b-845034bda58d · outbound

This paper cites Kronberger, F.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Kronberger, F

Reference 20

Resolution: malformed identifier; no resolver link, observed 2026-08-16T11:06:23.226555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e06504d1-747e-48f3-a439-7b793511b482 · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.232514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18b57024-57c7-4556-b35d-30a4de3b2045 · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.238018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 883604c8-23a2-424c-ad5d-883cae718077 · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.243310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e441b628-3053-4fa6-90f0-278fc0dcfbb1 · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:06:25.041139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a7331609-82ba-4dbb-a193-8803a0ff611d · outbound

This paper cites Shape Constraints in Symbolic Regression using Penalized Least Squares.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Shape Constraints in Symbolic Regression using Penalized Least Squares

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.259290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb64c6ec-ebda-4cb4-bc56-3685084f0fbc · outbound

This paper cites Extrapolation and learning equations.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Extrapolation and learning equations

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.264564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ca05252-6ecf-4f5e-90d4-2a25106b4e37 · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.270269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00209447-9d53-42aa-aa21-3cc22de6aa56 · outbound

This paper cites Raissi, P.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Raissi, P

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.275352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 215f20f5-3e93-4232-bbaa-e6c866e64c55 · outbound

This paper cites Calderón-Muñoz, Richard LeBoeuf, and Pablo Castillo.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Calderón-Muñoz, Richard LeBoeuf, and Pablo Castillo

Reference 29

Resolution: malformed identifier; no resolver link, observed 2026-08-16T11:06:23.280576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18dd7183-f381-48e5-aeff-e910c0a01ba7 · outbound

This paper cites Learning Equations for Extrapolation and Control.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Learning Equations for Extrapolation and Control

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.285292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0347d5ce-0b16-40b6-ac3e-95a6403dd559 · outbound

This paper cites Schmidt and H.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Schmidt and H

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:06:25.010478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation aa6e0f57-a530-42d5-b815-44905a112dc7 · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 32

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T11:06:23.939295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 99f63002-02b2-4040-a5c4-556acd094b34 · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:06:24.992422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 30f9cf9f-983e-4216-b5ee-dd69d692d79d · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.306045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d61a6133-caff-4d50-9763-217ffabf0e17 · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:06:24.976090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3c2b1361-7933-44da-98e3-ce0e2865a157 · outbound

This paper cites SymbolicGPT: A Generative Transformer Model for Symbolic Regression.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression SymbolicGPT: A Generative Transformer Model for Symbolic Regression

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.317645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b05d649b-d62e-4a1a-9da2-ed13c1519147 · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.323693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e6f5fe7-2231-402a-9d2f-a5df0e777d84 · outbound

This paper cites Verdier, Robert Babuška, Barys Shyrokau, and Manuel Mazo.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Verdier, Robert Babuška, Barys Shyrokau, and Manuel Mazo

Reference 38

Resolution: verified exact; doi, observed 2026-08-16T11:06:23.449406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a2b86510-b7f9-45aa-af4f-857b55b90b9c · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.341416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f3da1d3-1e31-4a16-b2fe-8f090ad86bd3 · outbound

This paper cites Informed Equation Learning.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Informed Equation Learning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.346596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaa6b577-6258-4cd8-bad5-84615250b60e · outbound

This paper cites Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.352200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aa41b8e-bfa2-40b5-8c0f-7e394b6e1c8a · outbound

This paper cites Symbolic regression outperforms other models for small data sets.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Symbolic regression outperforms other models for small data sets

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.357459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 134f2adf-15de-4578-a07a-9c59aa62c67b · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:06:24.947966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation aa9c3e99-c2b5-45d8-b44b-8c184d328a1b · outbound

This paper cites Bayesian Learning to Discover Mathematical Operations in Governing Equations of Dynamic Systems.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Bayesian Learning to Discover Mathematical Operations in Governing Equations of Dynamic Systems

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:06:23.431286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2b6bff9f-b14c-49b2-9d5d-86db9f55ca5a · outbound

This paper cites an unresolved cited work.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Unresolved cited work

Reference 45

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T11:06:23.695306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b104bc6f-090c-4cb7-bd9e-b54b1b8d403e · outbound

This paper cites In 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression In 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 2017

Resolution: malformed identifier; no resolver link, observed 2026-08-16T11:06:23.189255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27423408-f81c-4f6b-ad77-ad2b10b4e3d3 · outbound

This paper cites SymFormer: End-to-end symbolic regression using transformer-based architecture.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression SymFormer: End-to-end symbolic regression using transformer-based architecture

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.328979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1f3287c-be88-4ef7-b2cf-303c9a6ab90c · outbound

This paper cites Engineering Applications of Artificial Intelligence 120 (2023), 105908.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression Engineering Applications of Artificial Intelligence 120 (2023), 105908

Reference 2023

Resolution: malformed identifier; no resolver link, observed 2026-08-16T11:06:23.254072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4236451a-26f2-4b14-adf0-d0e0481e9d7b · outbound

This paper cites PruneSymNet: A Symbolic Neural Network and Pruning Algorithm for Symbolic Regression.

Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression PruneSymNet: A Symbolic Neural Network and Pruning Algorithm for Symbolic Regression

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T11:06:23.368433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.