Paper Citation Record · LEDGER

Safe Active Learning for Gaussian Differential Equations

As of 20 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2412.09053.

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

pith.paper-citation-record.v1
2412.09053 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:25:16.494720Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

48 of 48 outbound references displayed

verified exact3
verified fuzzy29
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 234317c8-cc02-415a-91d8-8d25ad2259ae · outbound

This paper cites write newline.

Safe Active Learning for Gaussian Differential Equations write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T17:25:16.215271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad9e4fa7-d849-49c3-ac22-f69ecdaad0da · outbound

This paper cites and Stueckler, J.

Safe Active Learning for Gaussian Differential Equations and Stueckler, J

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.517814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 03879e66-4b77-43ab-833a-5c52b209c870 · outbound

This paper cites Improving the efficiency of training physics-informed neural networks using active learning.

Safe Active Learning for Gaussian Differential Equations Improving the efficiency of training physics-informed neural networks using active learning

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.500283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7b9e4861-0be3-44b0-89da-4a0b0bb7b2a0 · outbound

This paper cites an unresolved cited work.

Safe Active Learning for Gaussian Differential Equations Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:25:17.483624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9f3ad176-9525-4f97-94cb-3a1832698f1f · outbound

This paper cites an unresolved cited work.

Safe Active Learning for Gaussian Differential Equations Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:25:17.466275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 980f1f1e-2c14-44fe-af0e-27d50ad5d80d · outbound

This paper cites an unresolved cited work.

Safe Active Learning for Gaussian Differential Equations Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:25:17.450051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5b9795ab-9991-48f2-8284-f5b5fbbe4ece · outbound

This paper cites P., and Krause, A.

Safe Active Learning for Gaussian Differential Equations P., and Krause, A

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.433601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c8cfadde-988d-4a0f-9ec1-b39c399a0111 · outbound

This paper cites Structural kernel search via bayesian optimization and symbolical optimal transport.

Safe Active Learning for Gaussian Differential Equations Structural kernel search via bayesian optimization and symbolical optimal transport

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.416219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e786cf00-da68-4bdd-af1f-e46683fdbee8 · outbound

This paper cites Amortized inference for G aussian process hyperparameters of structured kernels.

Safe Active Learning for Gaussian Differential Equations Amortized inference for G aussian process hyperparameters of structured kernels

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.396645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5e20e828-094e-45dc-b9d9-e4f9342fc127 · outbound

This paper cites Mathematical models in epidemiology, volume 32.

Safe Active Learning for Gaussian Differential Equations Mathematical models in epidemiology, volume 32

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.376530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3f543bef-3d2a-4794-8448-ffa4b9db7c50 · outbound

This paper cites Actively learning G aussian process dynamics.

Safe Active Learning for Gaussian Differential Equations Actively learning G aussian process dynamics

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.357970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4012450c-d95a-4c1b-9026-09d92142f98b · outbound

This paper cites Bayesian Neural Ordinary Differential Equations.

Safe Active Learning for Gaussian Differential Equations Bayesian Neural Ordinary Differential Equations

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T17:25:16.282255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9852172d-7174-455f-8ef4-b6e1b7b6ba50 · outbound

This paper cites Probabilistic recurrent state-space models.

Safe Active Learning for Gaussian Differential Equations Probabilistic recurrent state-space models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.339971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 64461f1b-20cb-44ba-85fd-fed1150827bc · outbound

This paper cites Exact inference for continuous-time G aussian process dynamics.

Safe Active Learning for Gaussian Differential Equations Exact inference for continuous-time G aussian process dynamics

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.322533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a52b8a86-d5a5-4162-bfc0-04a7bbc1a585 · outbound

This paper cites Active Learning of Linear Embeddings for Gaussian Processes.

Safe Active Learning for Gaussian Differential Equations Active Learning of Linear Embeddings for Gaussian Processes

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T17:25:16.305878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5b85d5d-99ff-4b6b-9a22-cefb6ef42a35 · outbound

This paper cites a hdesm \.

Safe Active Learning for Gaussian Differential Equations a hdesm \

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.296338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e9c26177-e691-4c5e-81e2-4376449acd27 · outbound

This paper cites o m, H., Intosalmi, J., and L \.

Safe Active Learning for Gaussian Differential Equations o m, H., Intosalmi, J., and L \

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.274311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 05475361-cfe3-4235-821e-76cec66e3858 · outbound

This paper cites an unresolved cited work.

Safe Active Learning for Gaussian Differential Equations Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:25:17.255633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ef402fb9-38bc-4af3-a7ae-9bd5c644dbb0 · outbound

This paper cites an unresolved cited work.

Safe Active Learning for Gaussian Differential Equations Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:25:17.237637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ee9b9f14-cf8a-4d0f-bf1c-a922c55ae123 · outbound

This paper cites Bayesian Active Learning for Classification and Preference Learning.

Safe Active Learning for Gaussian Differential Equations Bayesian Active Learning for Classification and Preference Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T17:25:16.337653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38d6dec2-d5fa-481b-94ad-c6addd9783b1 · outbound

This paper cites an unresolved cited work.

Safe Active Learning for Gaussian Differential Equations Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:25:17.219651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9cb7df04-9a71-45a7-9f8b-de39a89010c4 · outbound

This paper cites J., Porikli, F., and Papanikolopoulos, N.

Safe Active Learning for Gaussian Differential Equations J., Porikli, F., and Papanikolopoulos, N

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.198799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 24ff52f7-7518-4735-9325-6fa1ef257f00 · outbound

This paper cites On neural differential equations.

Safe Active Learning for Gaussian Differential Equations On neural differential equations

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.181552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6a092c8f-4703-49d5-9bd4-4afa82398a8b · outbound

This paper cites Stiff neural ordinary differential equations.

Safe Active Learning for Gaussian Differential Equations Stiff neural ordinary differential equations

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T17:25:16.359980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47dfbe7b-82d1-4b75-8789-c011639124dd · outbound

This paper cites Near-optimal sensor placements in G aussian processes: Theory, efficient algorithms and empirical studies.

Safe Active Learning for Gaussian Differential Equations Near-optimal sensor placements in G aussian processes: Theory, efficient algorithms and empirical studies

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.162387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f636f6b5-28bb-41bd-9933-7ac8afb9b6a0 · outbound

This paper cites Hybrid modeling: towards the next level of scientific computing in engineering.

Safe Active Learning for Gaussian Differential Equations Hybrid modeling: towards the next level of scientific computing in engineering

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.144159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 22bd688a-62fa-40a3-a63c-fa0b264e2f53 · outbound

This paper cites Safe active learning for multi-output G aussian processes.

Safe Active Learning for Gaussian Differential Equations Safe active learning for multi-output G aussian processes

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.126316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation efe6c0b2-2bf4-4dbf-a613-556abd138217 · outbound

This paper cites J., and Adams, R.

Safe Active Learning for Gaussian Differential Equations J., and Adams, R

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.103607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b5b5d2bd-cc7d-4f3f-92fb-c428fac421d8 · outbound

This paper cites Computational modeling of biochemical networks using copasi.

Safe Active Learning for Gaussian Differential Equations Computational modeling of biochemical networks using copasi

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.076244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2b1765fa-99ac-48ef-ad49-cad346ffaffd · outbound

This paper cites Uncertainty and Structure in Neural Ordinary Differential Equations.

Safe Active Learning for Gaussian Differential Equations Uncertainty and Structure in Neural Ordinary Differential Equations

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-11T17:25:16.751297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8b9e9acc-f6a6-458f-8ee0-f4a3b2e0f796 · outbound

This paper cites Optimal Experimental Design for Universal Differential Equations.

Safe Active Learning for Gaussian Differential Equations Optimal Experimental Design for Universal Differential Equations

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-11T17:25:16.725072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1727e0d2-d776-4a06-81c2-fbe0a1e43656 · outbound

This paper cites Mathematical models in science and engineering.

Safe Active Learning for Gaussian Differential Equations Mathematical models in science and engineering

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.056812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 01dda489-c910-461e-9588-fb9d8f44bfa1 · outbound

This paper cites Universal Differential Equations for Scientific Machine Learning.

Safe Active Learning for Gaussian Differential Equations Universal Differential Equations for Scientific Machine Learning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T17:25:16.411696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 356931da-1089-4be8-a0c9-f5279a59374e · outbound

This paper cites and Recht, B.

Safe Active Learning for Gaussian Differential Equations and Recht, B

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.038767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 372b5976-d238-4e68-9a85-b04afd775a84 · outbound

This paper cites and Kevrekidis, I.

Safe Active Learning for Gaussian Differential Equations and Kevrekidis, I

Reference 35

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T17:25:16.674719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bb46adf2-4e49-4b17-bb24-95b9d8b31e29 · outbound

This paper cites a fer, A., Mara, H., Freudenreich, J., Breuckmann, B., D \.

Safe Active Learning for Gaussian Differential Equations a fer, A., Mara, H., Freudenreich, J., Breuckmann, B., D \

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.021036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 24ee2525-855b-4a22-a552-2aab95b311cc · outbound

This paper cites Safe Exploration for Active Learning with G aussian Processes.

Safe Active Learning for Gaussian Differential Equations Safe Exploration for Active Learning with G aussian Processes

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:17.002150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 62a0a7e4-0356-4b7c-ab8b-8307e8b6c399 · outbound

This paper cites Active learning literature survey.

Safe Active Learning for Gaussian Differential Equations Active learning literature survey

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T17:25:16.437384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 141bdf32-e091-4989-8388-6d9350f41030 · outbound

This paper cites Stagewise safe bayesian optimization with G aussian processes.

Safe Active Learning for Gaussian Differential Equations Stagewise safe bayesian optimization with G aussian processes

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:16.966754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 63b81272-f850-4b1e-b7cb-5d955b314788 · outbound

This paper cites Efficiently computable safety bounds for G aussian processes in active learning.

Safe Active Learning for Gaussian Differential Equations Efficiently computable safety bounds for G aussian processes in active learning

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:16.948412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation db894416-af32-4f8f-b096-cdd7474273a2 · outbound

This paper cites Variational learning of inducing variables in sparse G aussian processes.

Safe Active Learning for Gaussian Differential Equations Variational learning of inducing variables in sparse G aussian processes

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:16.930889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 16d445e3-ff9f-493c-99c4-14b6f75dd88f · outbound

This paper cites an unresolved cited work.

Safe Active Learning for Gaussian Differential Equations Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T17:25:16.458814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 469273f9-856f-4ca2-bbe5-bbd8fa275eb4 · outbound

This paper cites Efficiently sampling functions from G aussian process posteriors.

Safe Active Learning for Gaussian Differential Equations Efficiently sampling functions from G aussian process posteriors

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:16.900030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 81a33dd0-d243-4a00-a28a-cabb887a4555 · outbound

This paper cites L., Trayanova, N., Geman, D., and Miller, M.

Safe Active Learning for Gaussian Differential Equations L., Trayanova, N., Geman, D., and Miller, M

Reference 44

Resolution: verified exact; doi, observed 2026-08-11T17:25:16.538535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c007363e-1c68-43f4-8c49-3111f9d7ad54 · outbound

This paper cites Learning interacting dynamical systems with latent G aussian process odes.

Safe Active Learning for Gaussian Differential Equations Learning interacting dynamical systems with latent G aussian process odes

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:16.881660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ba0092bf-e657-4549-b436-cad7a458d452 · outbound

This paper cites an unresolved cited work.

Safe Active Learning for Gaussian Differential Equations Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:25:16.862797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3ec46b19-38fd-4183-bc58-374e203395d3 · outbound

This paper cites H., and Shi, J.

Safe Active Learning for Gaussian Differential Equations H., and Shi, J

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:16.845240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6f7f0287-9290-40b9-9a1f-5af672c3c99e · outbound

This paper cites Safe active learning for time-series modeling with G aussian processes.

Safe Active Learning for Gaussian Differential Equations Safe active learning for time-series modeling with G aussian processes

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:25:16.827001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.