Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T13:10:23.191464Z
Paper Citation Record · LEDGER
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data
As of 13 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2411.16447.
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 2026-08-12T06:34:41.77262+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
Reference resolution
20 of 20 outbound references displayed
- verified exact0
- verified fuzzy15
- unresolved4
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 580c9470-40d2-408a-8781-4f26748bd61d · outbound
This paper cites Gehlen, Probabilistische Lebensdauerbemessung von Stahlbetonbauwerken – Zu- verl¨ assigkeitsbetrachtungen zur wirksamen Vermeidung von Bewehrungskorrosion.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data Gehlen, Probabilistische Lebensdauerbemessung von Stahlbetonbauwerken – Zu- verl¨ assigkeitsbetrachtungen zur wirksamen Vermeidung von Bewehrungskorrosion
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T13:10:23.472346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5d5f671c-e488-4e55-8e0f-2bb665651812 · outbound
This paper cites Holst, Korrosionsmonitoring und Bruchortung vorgespannter Zugglieder in Bauwerken.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data Holst, Korrosionsmonitoring und Bruchortung vorgespannter Zugglieder in Bauwerken
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T13:10:23.462519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c2cdc5e8-a17a-4e86-9211-154cf88075d8 · outbound
This paper cites Monitoring von Betonbauwerken: Sensoren, Methoden, Erfahrungen,.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data Monitoring von Betonbauwerken: Sensoren, Methoden, Erfahrungen,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T13:10:23.452115Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a9b832cd-140a-424f-9e02-e24e63564f5b · outbound
This paper cites Korrosionsmonitoring von stahlbetonbauwerken mit einem funkbasierten drahtsensor,.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data Korrosionsmonitoring von stahlbetonbauwerken mit einem funkbasierten drahtsensor,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T13:10:23.440665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 306ce3bf-f157-4e44-9c85-fb5e7313114f · outbound
This paper cites Korrosionsmonitoring von stahlbetonbauwerken als element des lebensdauermanagements,.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data Korrosionsmonitoring von stahlbetonbauwerken als element des lebensdauermanagements,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T13:10:23.430806Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4b9a046b-57bc-4eee-8311-8dd9abd5f3c3 · outbound
This paper cites BA W - Merkblatt: Dauerhaftigkeitsbemessung bei Carbon- atisierung und Chlorideinwirkung (MDCC).
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data BA W - Merkblatt: Dauerhaftigkeitsbemessung bei Carbon- atisierung und Chlorideinwirkung (MDCC)
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T13:10:23.419678Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1cfb6323-af3a-45a6-a0d0-361876ef2dd1 · outbound
This paper cites Chloride transport in concrete: theory and application,.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data Chloride transport in concrete: theory and application,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T13:10:23.409944Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f8416a63-d32e-45b7-9f56-a1bfe7655ff7 · outbound
This paper cites Lausanne, Switzerland: CEB Bulletin No.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data Lausanne, Switzerland: CEB Bulletin No
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T13:10:23.400210Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 893f7f45-2d3a-47fb-b984-aac13e79e474 · outbound
This paper cites Bayesian Optimization: Open source constrained global optimization tool for Python,.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data Bayesian Optimization: Open source constrained global optimization tool for Python,
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T13:10:23.155812Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37ef3491-24bd-4103-ba25-47587de5a305 · outbound
This paper cites Goodfellow, Y.
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T13:10:23.385446Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 670e67e4-ba8f-4953-a0a6-0f56c2a2c6ae · outbound
This paper cites DIN EN 12390-11:2015-11, Pr¨ ufung von Festbeton - Teil 11: Bestimmung des Chloridwiderstandes von Beton - Einseitig gerichtete Diffusion; Deutsche Fassung EN 12390-11:2015.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data DIN EN 12390-11:2015-11, Pr¨ ufung von Festbeton - Teil 11: Bestimmung des Chloridwiderstandes von Beton - Einseitig gerichtete Diffusion; Deutsche Fassung EN 12390-11:2015
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T13:10:23.375380Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 55e58adc-046b-4c30-a060-4312449c42f8 · outbound
This paper cites Monte carlo and quasi-monte carlo sampling.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data Monte carlo and quasi-monte carlo sampling
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T13:10:23.365544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 32d2e57c-0847-4d9f-bdd7-82b386d0d343 · outbound
This paper cites an unresolved cited work.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T13:10:23.356533Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6100faaa-b7c8-4574-92c1-ebdd89366323 · outbound
This paper cites The Sobol sampling algorithm ensures that the points are distributed uniformly, covering the range for each input parameter effectively.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data The Sobol sampling algorithm ensures that the points are distributed uniformly, covering the range for each input parameter effectively
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T13:10:23.346431Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 463687fd-d1c2-4b9d-8df5-e12a09e93835 · outbound
This paper cites an unresolved cited work.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T13:10:23.336777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 573d5f76-4c12-48b8-bf5c-a96c09dc6627 · outbound
This paper cites • Total-order Sobol indices S(j) T for be, Dt, and a, representing the total contribution of each parameter, including all interactions, for the j-th combination of data points.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data • Total-order Sobol indices S(j) T for be, Dt, and a, representing the total contribution of each parameter, including all interactions, for the j-th combination of data points
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T13:10:23.326119Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5903e767-365c-49fb-93cd-dda1befb97f1 · outbound
This paper cites • Xi represents the i-th input parameter ( be, Dt, or a).
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data • Xi represents the i-th input parameter ( be, Dt, or a)
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T13:10:23.316265Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f98ccc9e-bc44-43e3-940d-766715302574 · outbound
This paper cites • m is the total number of combinations of x, t, and TIST as defined in Table 2.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data • m is the total number of combinations of x, t, and TIST as defined in Table 2
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T13:10:23.305355Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 37b2a93d-3f13-49fa-95aa-069e113d09cb · outbound
This paper cites an unresolved cited work.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T13:10:23.293842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 89439f70-a130-4b78-b59e-4d33b22ddb38 · outbound
This paper cites an unresolved cited work.
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data Unresolved cited work
Reference 20
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-12T13:10:23.283499Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Pith citing papers
No inbound Pith citation observations are available.