Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:18:51.760624Z
Paper Citation Record · LEDGER
Counterfactual optimization for fault prevention in complex wind energy systems
As of 14 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 1 inbound Pith citation observation for arXiv:2507.08849.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-25T05:04:16.957305Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
23 of 23 outbound references displayed
- verified exact1
- verified fuzzy18
- unresolved4
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation efb3d798-6c39-45d2-bd77-3fb4dc6ecae4 · outbound
This paper cites On the computation of counterfactual explanations -- A survey.
Counterfactual optimization for fault prevention in complex wind energy systems On the computation of counterfactual explanations -- A survey
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:18:49.270845Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b40b444-a0d2-4f11-abb8-b2928bc44120 · outbound
This paper cites Mathematical optimization modelling for group counterfactual explanations.
Counterfactual optimization for fault prevention in complex wind energy systems Mathematical optimization modelling for group counterfactual explanations
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:56.041257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 159935e7-c60b-4f32-a412-8b239c86cc24 · outbound
This paper cites Multi-objective counterfactual explana- tions, in: Bäck, T., Preuss, M., Deutz, A., Wang, H., Doerr, C., Emmerich, M., Trautmann, H.
Counterfactual optimization for fault prevention in complex wind energy systems Multi-objective counterfactual explana- tions, in: Bäck, T., Preuss, M., Deutz, A., Wang, H., Doerr, C., Emmerich, M., Trautmann, H
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:55.805886Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f41f57f0-4370-4185-bbb5-41bdf89f2ad7 · outbound
This paper cites Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization.
Counterfactual optimization for fault prevention in complex wind energy systems Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T19:18:52.011212Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d44df92b-8fcc-4c25-8ba0-72505f014ffe · outbound
This paper cites On the optimized design of next-generation wind farms.
Counterfactual optimization for fault prevention in complex wind energy systems On the optimized design of next-generation wind farms
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:55.542502Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a8e1bcf2-482a-43f7-9391-b495c8d031c4 · outbound
This paper cites Machine learning meets mathematical optimization to predict the optimal production of offshore wind parks.
Counterfactual optimization for fault prevention in complex wind energy systems Machine learning meets mathematical optimization to predict the optimal production of offshore wind parks
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:55.313988Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4977ad60-cab7-4367-9717-e4ddbc5a56e3 · outbound
This paper cites Deep neural networks and mixed integer linear optimization.
Counterfactual optimization for fault prevention in complex wind energy systems Deep neural networks and mixed integer linear optimization
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:55.072438Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ac93248b-0391-4462-9dee-b7fad73fe80a · outbound
This paper cites Vattenfall opti- mizes offshore wind farm design.
Counterfactual optimization for fault prevention in complex wind energy systems Vattenfall opti- mizes offshore wind farm design
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:54.927479Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 926c8185-1735-475f-9a6d-34c0ad994f7f · outbound
This paper cites Counterfactual explanations and how to find them: literature review and benchmarking.
Counterfactual optimization for fault prevention in complex wind energy systems Counterfactual explanations and how to find them: literature review and benchmarking
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:54.727599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ac855da0-2a89-4f11-a466-9e47ca3413a2 · outbound
This paper cites Factual and counterfactual explanations for black box decision making.
Counterfactual optimization for fault prevention in complex wind energy systems Factual and counterfactual explanations for black box decision making
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:54.518896Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fc6ce7c0-546b-4be7-bff8-8f712f11849b · outbound
This paper cites Gurobi machine learning manual.
Counterfactual optimization for fault prevention in complex wind energy systems Gurobi machine learning manual
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:54.281622Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6be95289-8799-4d9a-b3f2-895794bdb4de · outbound
This paper cites Towards Realistic Individual Recourse and Actionable Explanations in Black-Box Decision Making Systems.
Counterfactual optimization for fault prevention in complex wind energy systems Towards Realistic Individual Recourse and Actionable Explanations in Black-Box Decision Making Systems
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:18:50.180502Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6beb5422-dbd7-45c3-bdcf-2b2943f44ca3 · outbound
This paper cites Dace: Distribution-aware coun- terfactual explanation by mixed-integer linear optimization, in: Bessiere, C.
Counterfactual optimization for fault prevention in complex wind energy systems Dace: Distribution-aware coun- terfactual explanation by mixed-integer linear optimization, in: Bessiere, C
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:54.083945Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6e7ded97-a420-4445-bff5-71e52dc7740b · outbound
This paper cites Distribution-aware counterfac- tual explanation by mixed-integer linear optimization.
Counterfactual optimization for fault prevention in complex wind energy systems Distribution-aware counterfac- tual explanation by mixed-integer linear optimization
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:53.875350Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5be87e50-800b-4958-8258-f1c6b270f15c · outbound
This paper cites Model-agnostic counterfactual explana- tions for consequential decisions, in: Chiappa, S., Calandra, R.
Counterfactual optimization for fault prevention in complex wind energy systems Model-agnostic counterfactual explana- tions for consequential decisions, in: Chiappa, S., Calandra, R
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:53.673725Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7062576e-70da-429e-b64f-6a77d9d84278 · outbound
This paper cites Applications of machine learning to machine fault diagnosis: A review and roadmap.
Counterfactual optimization for fault prevention in complex wind energy systems Applications of machine learning to machine fault diagnosis: A review and roadmap
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:53.438065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 90cd22c1-3ddb-43eb-b057-04d7ebebb81b · outbound
This paper cites Find- ing regions of counterfactual explanations via robust optimization.
Counterfactual optimization for fault prevention in complex wind energy systems Find- ing regions of counterfactual explanations via robust optimization
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:53.220765Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e9eff13b-a44d-4148-ae8d-c6fdb0cddec2 · outbound
This paper cites Mining pareto-optimal counterfac- tual antecedents with a branch-and-bound model-agnostic algorithm.
Counterfactual optimization for fault prevention in complex wind energy systems Mining pareto-optimal counterfac- tual antecedents with a branch-and-bound model-agnostic algorithm
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:52.976219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8a304785-f58e-40e5-a0aa-2f913fbbd31c · outbound
This paper cites Synthesizing action sequences for modifying model decisions.
Counterfactual optimization for fault prevention in complex wind energy systems Synthesizing action sequences for modifying model decisions
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:52.764345Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation aa2b2965-131d-4f67-93a6-ebac02050cb0 · outbound
This paper cites scikit-learn: Machine learning in python.
Counterfactual optimization for fault prevention in complex wind energy systems scikit-learn: Machine learning in python
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:52.604362Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e44c33f7-f4a3-47d8-bd21-1184bd4a46f4 · outbound
This paper cites A systematic analysis of performance measures for clas- sification tasks.
Counterfactual optimization for fault prevention in complex wind energy systems A systematic analysis of performance measures for clas- sification tasks
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:18:52.487195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ebb0ffdd-be96-4ebf-9c66-f1aa6a102f37 · outbound
This paper cites an unresolved cited work.
Counterfactual optimization for fault prevention in complex wind energy systems Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:18:52.301144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 740d2105-186c-402f-b050-f1bcc39e71cb · outbound
This paper cites Measurement 242, 116216.
Counterfactual optimization for fault prevention in complex wind energy systems Measurement 242, 116216
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:18:51.760624Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation b813b5f0-e0cc-49ef-a968-bc7b8d14cf8a · inbound
Learning Dynamic Stability Landscapes in Synchronization Networks cites this paper.
Learning Dynamic Stability Landscapes in Synchronization Networks Counterfactual optimization for fault prevention in complex wind energy systems
Reference 108
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T05:05:20.932846Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.