Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T14:25:29.827488Z
Paper Citation Record · LEDGER
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins
As of 12 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2412.12034.
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
45 of 45 outbound references displayed
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- unresolved14
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2aaeef5a-a723-4383-9860-7fe2ad98f414 · outbound
This paper cites an unresolved cited work.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Unresolved cited work
Reference 1
- Resolution
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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 3ac88d3c-9d8e-4fca-beb1-9074ddb28ad3 · outbound
This paper cites GraphCast: Learning skillful medium-range global weather forecasting.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins GraphCast: Learning skillful medium-range global weather forecasting
Reference 2
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97dfbc3a-ba80-4d95-9e11-bbfe434d8c0c · outbound
This paper cites Digital twins in health care: Ethical implications of an emerging engineering paradigm.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Digital twins in health care: Ethical implications of an emerging engineering paradigm
Reference 3
- Resolution
- verified fuzzy
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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 a89ea945-3875-4774-b1f2-514e9568fa89 · outbound
This paper cites Coorey, G.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Coorey, G
Reference 4
- Resolution
- verified fuzzy
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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 99101bd1-d83c-4623-8ccb-80d9d4ed91dd · outbound
This paper cites The ?digital twin?to enable the vision of precision cardiology.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins The ?digital twin?to enable the vision of precision cardiology
Reference 5
- Resolution
- verified fuzzy
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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 70ea7c8d-dde9-43b7-ad9a-4b10e2cac17a · outbound
This paper cites Nonlinear biomechanical model of the liver.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Nonlinear biomechanical model of the liver
Reference 6
- Resolution
- verified fuzzy
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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 9976e428-342a-44c4-9e23-9a9b781d8387 · outbound
This paper cites Martinez Martinez.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Martinez Martinez
Reference 7
- Resolution
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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 a40b2d0e-12b0-43c6-b4fb-85183c1631d5 · outbound
This paper cites Desarrollo de modelos biomecanicos del higado mediante metodo de elementos finitos, 2020.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Desarrollo de modelos biomecanicos del higado mediante metodo de elementos finitos, 2020
Reference 8
- Resolution
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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 fd27e97a-3dbf-49e5-9892-9a4036b2e949 · outbound
This paper cites Zhou and J.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Zhou and J
Reference 9
- Resolution
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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 3aefaf67-76d6-4097-9970-ebf907692bde · outbound
This paper cites Ambati and H.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Ambati and H
Reference 10
- Resolution
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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 618dbfad-7562-4682-80b9-51ece582544a · outbound
This paper cites A survey of convolutional neural networks: analysis, applications, and prospects.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins A survey of convolutional neural networks: analysis, applications, and prospects
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:25:30.450076Z
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 7ca1a016-575a-44fa-8729-c86a85310ad1 · outbound
This paper cites Bronstein, Joan Bruna, Yann LeCun, Arthur Szlam, and Pierre Vandergheynst.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Bronstein, Joan Bruna, Yann LeCun, Arthur Szlam, and Pierre Vandergheynst
Reference 12
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d9b5d3e-d2ec-47c7-8776-26de2647f6f4 · outbound
This paper cites Medsker and Lakhmi C.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Medsker and Lakhmi C
Reference 13
- Resolution
- verified fuzzy
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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 6d7abfda-5799-4949-ab3a-e83bec11006c · outbound
This paper cites Battaglia.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Battaglia
Reference 14
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18b1031d-3e9b-43a4-8a4d-02cf152f7606 · outbound
This paper cites Yu Philip.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Yu Philip
Reference 15
- Resolution
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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 c893a94a-423c-48c1-9626-365030e61fe6 · outbound
This paper cites Karniadakis.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Karniadakis
Reference 16
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7adf0666-3cea-4eb1-987f-f73dcd0b0071 · outbound
This paper cites Directions in hybrid intelligence: Complementing ai systems with human intelligence.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Directions in hybrid intelligence: Complementing ai systems with human intelligence
Reference 17
- Resolution
- verified fuzzy
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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 26a7b7b8-3cc6-4df4-a136-180148cd0205 · outbound
This paper cites A proposal on machine learning via dynamical systems.Communications in Mathematics and Statistics, 1(5):1–11, 2017.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins A proposal on machine learning via dynamical systems.Communications in Mathematics and Statistics, 1(5):1–11, 2017
Reference 18
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c2aa0da-580f-436f-a7fb-bef421473822 · outbound
This paper cites Hamiltonian neural networks.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Hamiltonian neural networks
Reference 19
- Resolution
- verified fuzzy
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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 d3a3a656-9b2c-4f2c-849d-059ffaad6c66 · outbound
This paper cites Hamiltonian deep neural networks guaranteeing nonvanishing gradients by design.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Hamiltonian deep neural networks guaranteeing nonvanishing gradients by design
Reference 20
- Resolution
- verified fuzzy
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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 8f316656-fff0-4b0a-9e15-49d832ee1935 · outbound
This paper cites an unresolved cited work.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Unresolved cited work
Reference 21
- Resolution
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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 d90e4f49-52a1-4c69-a382-da279681a2c2 · outbound
This paper cites Lagrangian Neural Networks.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Lagrangian Neural Networks
Reference 22
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35cad8cc-c90d-449f-816a-dd816bd4cb86 · outbound
This paper cites Thermodynamics-informed graph neural networks.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Thermodynamics-informed graph neural networks
Reference 23
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cabf5fcb-638b-4377-819c-6f9b281b36f8 · outbound
This paper cites Structure-preserving neural networks.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Structure-preserving neural networks
Reference 24
- Resolution
- verified fuzzy
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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 ee7ac76d-3e9d-4cb9-901f-feb4e4be71ac · outbound
This paper cites Thermodynamics-informed neural networks for physically realistic mixed reality.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Thermodynamics-informed neural networks for physically realistic mixed reality
Reference 25
- Resolution
- verified fuzzy
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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 a16c6c9d-a589-4176-b91a-134dc6eae0d1 · outbound
This paper cites Pfaller, Natalia L.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Pfaller, Natalia L
Reference 26
- Resolution
- verified fuzzy
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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 f8423dc4-a59c-4a8a-bf4c-e51358995284 · outbound
This paper cites Graph neural networks informed locally by thermodynamics.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Graph neural networks informed locally by thermodynamics
Reference 27
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcaeefc2-7e0e-4e46-9fec-59a49e076ad0 · outbound
This paper cites Port-metriplectic neural net- works: thermodynamics-informed machine learning of complex physical systems.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Port-metriplectic neural net- works: thermodynamics-informed machine learning of complex physical systems
Reference 28
- Resolution
- verified fuzzy
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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 c031056b-f137-49f5-adb3-4f64d1511e7c · outbound
This paper cites On the feasibility of foundational models for the simulation of physical phenomena.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins On the feasibility of foundational models for the simulation of physical phenomena
Reference 29
- Resolution
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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 042a18c5-193b-4472-ba2f-b7c80c076aae · outbound
This paper cites Karniadakis.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Karniadakis
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:25:30.209072Z
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 a81b3549-43ec-4e6d-92f2-ce057b90eb8e · outbound
This paper cites Pawar, Cristiano Fernandes, Maziar Raissi, Subir Das, Negar K.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Pawar, Cristiano Fernandes, Maziar Raissi, Subir Das, Negar K
Reference 31
- Resolution
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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 3d01229d-512b-4f75-a84f-2cf0d56ecdeb · outbound
This paper cites Message passing all the way up, 2022.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Message passing all the way up, 2022
Reference 32
- Resolution
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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 83b75084-9cc5-4290-bcf5-11079aa7791a · outbound
This paper cites Dynamics and thermodynamics of complex fluids.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Dynamics and thermodynamics of complex fluids
Reference 33
- Resolution
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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 ee51039f-6a93-451d-9ea9-ed7861433b95 · outbound
This paper cites Dynamics and thermodynamics of complex fluids.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Dynamics and thermodynamics of complex fluids
Reference 34
- Resolution
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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 728501e8-0dd1-4046-bcd0-4790e7f4ff36 · outbound
This paper cites Metriplectic structure, Leibniz dynamics and dissipative systems.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Metriplectic structure, Leibniz dynamics and dissipative systems
Reference 35
- Resolution
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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 3f05492b-7ac6-44fd-9dc7-32540d70dcb6 · outbound
This paper cites Morrison.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Morrison
Reference 36
- Resolution
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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 663ba3ce-f368-45da-a06e-7bcc1e892cdc · outbound
This paper cites Nonequilibrium thermodynamics for open systems.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Nonequilibrium thermodynamics for open systems
Reference 37
- Resolution
- verified fuzzy
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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 118ad2b4-a298-4a0d-a8b5-70632a6c9a29 · outbound
This paper cites MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
Reference 38
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f98f9d73-a412-4710-b69c-df4e48c06ebe · outbound
This paper cites an unresolved cited work.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Unresolved cited work
Reference 39
- Resolution
- unresolved
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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 a33b8050-cadd-459c-af92-678dbfe3dfda · outbound
This paper cites an unresolved cited work.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Unresolved cited work
Reference 40
- Resolution
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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 4bee82d3-2d31-4da7-8df2-0ed84f608784 · outbound
This paper cites Urdeitx, I.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Urdeitx, I
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:25:30.034891Z
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 e91a346a-6595-4f69-9fcb-7a898f67af62 · outbound
This paper cites Auto-encoding variational bayes, 2022.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Auto-encoding variational bayes, 2022
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:25:29.811524Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02097994-4153-4904-8d99-33f847fd35a3 · outbound
This paper cites Mr-gnn: Multi-resolution and dual graph neural network for predicting structured entity interactions.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Mr-gnn: Multi-resolution and dual graph neural network for predicting structured entity interactions
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:25:30.005862Z
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 261fa04c-e25c-4886-97a9-3c1e5c553e01 · outbound
This paper cites Multiresolution equivariant graph variational autoencoder, 2022.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Multiresolution equivariant graph variational autoencoder, 2022
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:25:29.987763Z
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 5ac61ab2-97ae-495a-a04c-9a51ce2b9cfa · outbound
This paper cites Bronstein, Joan Bruna, Taco Cohen, and Petar Veli?kovi?.
Thermodynamics-informed graph neural networks for real-time simulation of digital human twins Bronstein, Joan Bruna, Taco Cohen, and Petar Veli?kovi?
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:25:29.969731Z
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.