Paper Citation Record · LEDGER

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management

As of 12 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2507.02500.

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

pith.paper-citation-record.v1
2507.02500 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:35:06.006966Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:14:20.316842Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

25 of 25 outbound references displayed

verified exact4
verified fuzzy4
unresolved16
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation b9339872-69c4-4848-a448-d272c9bcde1f · outbound

This paper cites From Data to Decisions: A Real-Time Measurement–Inversion–Prediction–Steering Framework for Hazardous Events and Health Monitoring, pages 195–227.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management From Data to Decisions: A Real-Time Measurement–Inversion–Prediction–Steering Framework for Hazardous Events and Health Monitoring, pages 195–227

Reference 1

Resolution: malformed identifier; no resolver link, observed 2026-08-06T20:35:03.818298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08b567ba-1c2f-4987-aff5-fb0a929d465b · outbound

This paper cites hIPPYlib: An extensible software framework for large-scale inverse problems governed by PDEs: Part I: Deterministic inversion and linearized Bayesian inference.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management hIPPYlib: An extensible software framework for large-scale inverse problems governed by PDEs: Part I: Deterministic inversion and linearized Bayesian inference

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:03.857377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e81df519-cee8-4100-9cb0-6c698e259ce8 · outbound

This paper cites Model variational inverse problems governed by partial differential equations.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Model variational inverse problems governed by partial differential equations

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:07.705705Z

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 c011aee2-8433-4cfb-9db1-523e6c826921 · outbound

This paper cites an unresolved cited work.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:04.072906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f30f678-cd13-495f-a36a-194667fe3d2b · outbound

This paper cites Randomized algorithms for the low-rank approximation of matrices.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Randomized algorithms for the low-rank approximation of matrices

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:04.151526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4700b78-afe0-4fd2-abeb-c2dbb62ab5d4 · outbound

This paper cites Local and superlinear convergence for truncated iterated projections methods.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Local and superlinear convergence for truncated iterated projections methods

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:04.279230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ddd190-0157-4acf-8653-0ddaad28c555 · outbound

This paper cites an unresolved cited work.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:04.369239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2aa725c-cbce-48ff-9e33-f3b7a9cf5137 · outbound

This paper cites Goal-oriented optimal approximations of Bayesian linear inverse problems.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Goal-oriented optimal approximations of Bayesian linear inverse problems

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:07.609810Z

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 a4979d2e-44a3-4127-8ab9-7cf01639c91c · outbound

This paper cites an unresolved cited work.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:04.658356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f0c3418-b9d6-4094-9d38-1216df0538f4 · outbound

This paper cites An offline-online decomposition method for efficient linear Bayesian goal-oriented optimal experimental design: Application to optimal sensor placement.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management An offline-online decomposition method for efficient linear Bayesian goal-oriented optimal experimental design: Application to optimal sensor placement

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:04.764790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75f87a79-4148-4a05-9ac5-e87c558f3452 · outbound

This paper cites Optimal experimental design for infinite-dimensional Bayesian inverse problems governed by PDEs: a review.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Optimal experimental design for infinite-dimensional Bayesian inverse problems governed by PDEs: a review

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:04.864694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70c95b3a-248e-4f6b-ac52-eb34af71c3f1 · outbound

This paper cites Elman and Tengfei Su.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Elman and Tengfei Su

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:04.949377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62b2df60-fa23-4d5a-9dbf-4efde1a6cd81 · outbound

This paper cites Choosing observation operators to mitigate model error in Bayesian inverse problems.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Choosing observation operators to mitigate model error in Bayesian inverse problems

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:07.434984Z

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 f90fca7a-78dd-42ea-9c34-0498abad558d · outbound

This paper cites Lineare Funktionalanalysis.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Lineare Funktionalanalysis

Reference 14

Resolution: verified exact; doi, observed 2026-08-06T20:35:06.411630Z

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 5cb1d542-3eea-400d-934b-1d86eea4a58f · outbound

This paper cites A-optimal design of experiments for infinite-dimensional Bayesian linear inverse problems with regularized ℓ0-sparsification.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management A-optimal design of experiments for infinite-dimensional Bayesian linear inverse problems with regularized ℓ0-sparsification

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:05.311316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23e98d59-db09-4aac-8c90-25fd07709902 · outbound

This paper cites Contaminant dispersion simulation in a digital twin framework for critical infrastructure protection.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Contaminant dispersion simulation in a digital twin framework for critical infrastructure protection

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:05.413159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72f17409-2d3d-4bf3-a154-b81eb6252ce5 · outbound

This paper cites Mitigating the influence of the boundary on PDE-based covariance operators.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Mitigating the influence of the boundary on PDE-based covariance operators

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:05.493081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c74f1c9-a9c3-448b-a314-2d4310537c63 · outbound

This paper cites an unresolved cited work.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:05.572675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23f17382-1fe6-4603-ac39-632c8055392d · outbound

This paper cites Model Reduction for Dynamic Sensor Steering: A Bayesian Approach to Inverse Problems.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Model Reduction for Dynamic Sensor Steering: A Bayesian Approach to Inverse Problems

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:07.266306Z

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 e098d302-3264-4b49-91c6-e6fbcbd07c6c · outbound

This paper cites Towards real-time urban physics simulations with digital twins.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Towards real-time urban physics simulations with digital twins

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:05.762419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ddcfdd5-e0cf-43c3-ac29-f5de53acff01 · outbound

This paper cites Baratta, Joseph P.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Baratta, Joseph P

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:05.856226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27e6ab3f-92ac-4002-9d13-fa05d7465ba4 · outbound

This paper cites Linear convergence of accelerated conditional gradient algorithms in spaces of measures.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Linear convergence of accelerated conditional gradient algorithms in spaces of measures

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:05.922556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b26b9b4b-c272-4762-9b91-68a045cd5b75 · outbound

This paper cites Investigation of reinforcement learning for shape optimization of 2D profile extrusion die geometries.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Investigation of reinforcement learning for shape optimization of 2D profile extrusion die geometries

Reference 23

Resolution: verified exact; doi, observed 2026-08-06T20:35:06.199544Z

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 48e8eddd-8349-41cf-a44d-e2f0e22159bb · outbound

This paper cites doi:10.1137/16M1082123.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management doi:10.1137/16M1082123

Reference 2017

Resolution: verified exact; doi, observed 2026-08-06T20:35:06.719805Z

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 fcd9227c-fb3f-459c-89e8-629b6960afe7 · outbound

This paper cites an unresolved cited work.

Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management Unresolved cited work

Reference 2024

Resolution: verified exact; doi, observed 2026-08-06T20:35:06.569405Z

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

Observation ad081f12-f011-4c0f-8cc7-536e8d6e0f51 · inbound

Sparse Source Identification in Transient Advection-Diffusion Problems with a Primal-Dual-Active-Point Strategy cites this paper.

Sparse Source Identification in Transient Advection-Diffusion Problems with a Primal-Dual-Active-Point Strategy Goal-oriented optimal sensor placement for PDE-constrained inverse problems in crisis management

Reference 66

Resolution: verified exact; local_arxiv, observed 2026-08-04T00:18:21.930856Z

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.