Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T00:50:57.136985Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2501.18078.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T00:50:57.136985Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7f7bbc7b-41ca-47d4-8837-4c15ebf40d2b · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network critical temperatures
Reference 1
Source-reported events for the cited work
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Observation 0769a9ce-7e3d-42f2-a723-15e60b7cdf98 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Unresolved cited work
Reference 2
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Observation 9f581b0f-30d0-43d5-a2b5-ec7a15f51192 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Unresolved cited work
Reference 3
Source-reported events for the cited work
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Observation fe287353-db63-41f8-b183-bcbc2247ef0c · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network critical temperature for the bottom side of the TPS
Reference 4
Source-reported events for the cited work
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Observation c9207da6-89a2-4d52-855b-32c8011a8c65 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Unresolved cited work
Reference 5
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Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Unresolved cited work
Reference 6
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Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Unresolved cited work
Reference 7
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Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Keep sampling until the parameters stabilize and meet the critical temperature constraint
Reference 8
Source-reported events for the cited work
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Observation b7790d5a-4185-4008-8ee5-09303819b2de · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Needs and Opportunities for Uncertainty-Based Multidisciplinary Design Methods for Aerospace Vehicles,
Reference 9
Source-reported events for the cited work
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Observation 677a3fe2-a56e-4420-9397-0936a6b54a2d · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Adjust the parameters and constraints to improve performance if needed
Reference 10
Source-reported events for the cited work
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Observation 6f9a2798-40d5-4db2-be7b-293c1b97085e · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network If not, continue adjusting and testing
Reference 11
Source-reported events for the cited work
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Observation 5a974b30-159c-454d-8988-d27d34d5edbe · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network The back temperature should not exceed a certain limit on the inside of the TPS
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 71d53ae4-fbbb-48ae-8a6c-335937936c2f · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network The process begins with the selection of initial parameters, where geometric dimensions and material properties are chosen based on available materials or engineering estimates
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2f60c5a5-c135-4028-8769-92a5879740c7 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network The numerical solution of the Eq
Reference 14
Source-reported events for the cited work
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Observation 1cfac7ab-ab35-4d39-a5bd-6e6d6a278458 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network The PINN model showed good accuracy while running many times faster for parallel simulations
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7e1543d0-9371-4459-9321-d8274a104ea9 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Probabilistic Design Method for Aircraft Thermal Protective Layers Based on Surrogate Models,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 52de5022-3eab-4abc-9a48-ec3b25f22fac · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Efficient strategy for reliability-based optimization design of multidisciplinary coupled system with interval parameters,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation db61543c-5f10-4856-b7e1-6b150ec6a25e · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Design of Thermal Protection System for Reusable Hypersonic Vehicle Using Inverse Approach,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3ce6243e-6103-449a-ae9a-6a4f05268ddd · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Thermal Protection System and Thermal Management for Combined-Cycle Engine: Review and Prospects,
Reference 19
Source-reported events for the cited work
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Observation 23d034bf-5e08-49fc-9350-d37801373538 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network A Parametric Physics-Informed Deep Learning Method for Probabilistic Design of Thermal Protection Systems,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 29039e7d-60ec-4ccb-a50b-3985e97223e0 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Thermal protection systems for space vehicles: A review on technology development, current challenges and future prospects,
Reference 21
Source-reported events for the cited work
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Observation c2d8e1c2-3a87-4630-94f7-e446f6010c5e · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Probabilistic transient thermal analysis of an atmospheric reentry vehicle structure,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation af280946-8532-48a0-88aa-da90d4d3b11f · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 93882311-cf58-47d4-90b5-f33caf54fcdb · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Monte Carlo Treatment of Data Uncertainties in Thermal Analysis,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 369642e6-8bba-49b7-984d-814e28421f80 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Unresolved cited work
Reference 25
Source-reported events for the cited work
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Observation c19848a9-02bb-4356-98c7-f32d350c9fc9 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Reliability-Based Optimization for Multidisciplinary System Design,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 850f6853-1ee2-4a7b-8b00-5c753c9e7880 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Probabilistic Design of a Mars Sample Return Earth Entry Vehicle Thermal Protection System,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2dff1f66-8219-467f-bc01-9cd2e3346084 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Unresolved cited work
Reference 28
Source-reported events for the cited work
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Observation 8cb70624-1ae7-4568-b921-610079f214c1 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Heat Conduction Plate Layout Optimization Using Physics-Driven Convolutional Neural Networks,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 63d7282e-5b17-4912-ac50-530a285cb3a9 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network On Machine-Learning-Driven Surrogates for Sound Transmission Loss Simulations,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation bad1d9b9-6fae-4e4b-9ac9-70b189721aaf · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Uncertainty Analysis of Integrated Thermal Protection System with Rigid Insulation Bars,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation fd7b5e58-1aaf-4349-84ad-6b28333a9668 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Uncertainty Quantification of Aero-Thermal Performance of a Blade Endwall Considering Slot Geometry Deviation and Mainstream Fluctuation,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 093fce07-afc2-42e2-b492-da9ba76c42ed · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Thermo-mechanical optimization of metallic thermal protection system under aerodynamic heating,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 11c33383-1b4c-4d15-ac8c-9162ad29b4e4 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations,
Reference 34
Source-reported events for the cited work
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Observation 000864ae-6bb6-4e2a-9f9b-f76d1dae1a68 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Towards a Hybrid Digital Twin: Physics-Informed Neural Networks as Surrogate Model of a Reinforced Concrete Beam,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0f7c2269-50d0-4f3a-b85a-5e25889d12ca · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network A PINN Surrogate Modeling Methodology for Steady- State Integrated Thermofluid Systems Modeling,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 500fdaa4-12c1-4ba9-81f3-505ee0eac099 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network PINN surrogate of Li-ion battery models for parameter inference. Part I: Implementation and multi-fidelity hierarchies for the single-particle model
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d4b5abb7-ba90-4011-9628-cb69f2860318 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Physics-Informed Deep Learning- Based Modeling of a Novel Elastohydrodynamic Seal for Supercritical CO2 Turbomachinery,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3b071b8c-3330-4f1c-b15e-d78922a98e01 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Apollo thermal- protection system development,
Reference 39
Source-reported events for the cited work
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Observation 1a327d80-8cca-45f1-8233-9e2989a6d316 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Probabilistic Modeling of Aerothermal and Thermal Protection Material Response Uncertainties,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a56c3563-48aa-41fc-ad7c-845f2ba128d1 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network A survey of Monte Carlo methods for parameter estimation,
Reference 41
Source-reported events for the cited work
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Observation 8d75a644-dcfe-4f5d-acd3-ed03c67ec06d · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Efficient Sequential Monte-Carlo Samplers for Bayesian Inference
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 54fd52ce-744e-4452-987c-c167fc9a365b · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network A probabilistic fatigue life prediction for adhesively bonded joints via ANNs-based hybrid model,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9fe1be49-6000-4d4a-8cf2-0766681883b2 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network SpaceX to use LG Energy batteries for Starship rocket,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation cf0d45e0-7e89-4977-9a84-8b5fffc3ff5f · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2a91bcb7-6603-4068-8805-c26a5c2ba18a · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Implicit-explicit Runge-Kutta methods for time- dependent partial differential equations,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2965f89d-08e3-44d8-80f5-3a3151a707e0 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Automatic differentiation in machine learning: a survey
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 359eb79f-9069-4d6b-979d-a86430f2d3e0 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Deep learning | Nature
Reference 48
Source-reported events for the cited work
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Observation 5101f2ca-784c-4657-8009-09c7e0b6f034 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network A physics-informed deep learning framework for inversion and surrogate modeling in solid mechanics - ScienceDirect
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 17d341be-9377-45a0-832c-ad0f25c4b15e · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Deep Sparse Rectifier Neural Networks,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f7d2c267-ec46-4ec7-a3e6-1e776ee9fec5 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network The Metropolis-Hastings algorithm
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9efd52f-27ae-4cee-929f-81be4e67249d · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network A Cloud-based Real-time Probabilistic Remaining Useful Life (RUL) Estimation using the Sequential Monte Carlo (SMC) Method
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0dbf2544-2a3a-474e-ab55-5bb7699b8e34 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Sequential monte carlo: Enabling real-time and high-fidelity prognostics,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1f9cda53-e094-4b1c-8151-acefba5b3bf5 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Thermal Characterization of Carbon Fiber-Reinforced Carbon Composites (C/C),
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4a4daee0-da5b-4ce2-ac65-580b4a903199 · outbound
Statistical Design of Thermal Protection System Using Physics-Informed Neural Network Unresolved cited work
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
No inbound Pith citation observations are available.