Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-02T19:38:41.569416Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2607.00196.
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 2026-07-02T19:38:41.569416Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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
43 of 43 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0d01df9b-3eea-4149-84bd-3a81456721f5 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Stochastic interpolants: A unifying framework for flows and diffusions.Journal of Machine Learning Research, 26(209): 1–80
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9f137837-6125-41c2-8cc3-133601040ebb · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Stochastic interpolants with data-dependent couplings
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 20c50b90-4f46-4d49-85ab-3ecd397d54ff · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Stochastic model for power grid dy- namics
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 060d910f-1e79-4352-8d19-81f06bbf69a4 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Scheduled sampling for sequence prediction with recurrent neural networks.Advances in neural information processing systems, 28
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f58f3400-e112-4d8e-a67a-be78f5236636 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Probabilistic Forecasting with Stochastic Interpolants and F\"ollmer Processes
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e6eea7d0-93ab-470d-807b-6f0e53ad0dbd · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Random attractors.Journal of Dynamics and Differential Equations, 9(2):307–341, 1997
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9b88fc9e-bd1d-4108-b9a6-aa05fb0bdc34 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Pattern formation outside of equilibrium.Reviews of modern physics, 65(3):851, 1993
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 99ebef9b-6380-4952-8dfb-11ca12656b10 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Unreliable uncertainty estimates with monte carlo dropout.arXiv preprint arXiv:2512.14851,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bafeedef-417a-417f-9887-f883fca4277a · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Learning to correct spectral methods for simulating turbulent flows.Transactions on Machine Learning Research, 2023
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e9c4bee6-11fd-47da-aca9-0d598ec328ed · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Computational galerkin methods
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 53849ade-750e-468c-97ff-3108fb7696b1 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Is MC Dropout Bayesian?
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2f0887b9-eccf-4c12-ae59-b87a92d1ebad · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Dropout as a bayesian approximation: Representing model uncertainty in deep learning
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 29f5e886-39c7-44d7-a28c-e94ed2081902 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Generative learning for forecasting the dynamics of high-dimensional complex systems.Nature Communications, 15(1):8904, 2024
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 807e33b1-3801-4bc3-9017-1f52ab3818ea · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Chaotic versus stochastic behavior in active-dissipative nonlinear systems.Physical Review Fluids, 2(12):124401, 2017
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e1a2cfaf-7118-4f15-91d4-eec87a035058 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Crises, sudden changes in chaotic attractors, and transient chaos.Physica D: Nonlinear Phenomena, 7(1-3):181–200
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2bf628df-ed73-455a-a7cd-c020a16161b0 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Ergodicity of the 2d navier-stokes equations with degenerate stochastic forcing.Annals of Mathematics, pages 993–1032, 2006
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1ba6f6dd-9c39-4035-9dd7-8f6e6257f407 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Ensemble kalman filtering without a model
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 07ecbad9-087c-4bcf-82e2-4333f3ba2adc · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 94d159c0-3b79-4d27-973a-c26b1c385ad5 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Springer, 1984
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1a23a07e-0ceb-4ba4-b3b2-175f4e8feb2a · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Implicit rank-minimizing autoencoder.Advances in Neural Information Processing Systems, 33:14736–14746, 2020
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fcc53cf5-dcb5-4d73-a913-4bc0c7b69aa2 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Repellers, semi-attractors, and long-lived chaotic transients
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 30b73ef7-2b77-4eb0-a491-cf375739e468 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Nonlinear dimensionality reduction then and now: Aims for dissipative pdes in the ml era.Journal of Computational Physics, 506:112910, 2024
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6c5bf5d5-a184-451a-b745-a137f62d67ab · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Simple and scalable predictive uncertainty estimation using deep ensembles.Advances in neural information processing systems, 30
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f5d1690e-8d56-424d-8e5a-1dc8e043ff34 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Ensemble forecasting.Journal of computational physics, 227(7):3515–3539, 2008
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b2d16d2d-b451-4b99-b853-b85f3d101096 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates SPDEBench: An Extensive Benchmark for Learning Stochastic PDEs
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5ffa3d18-2a00-474b-943c-ae46e97c34c4 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Stabilized neural ordinary differential equations for long-time forecasting of dynamical systems.Journal of Computational Physics, 474:111838, 2023
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 238a7e76-10fb-4edb-89bb-1eaf4754eef0 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Flow match- ing for generative modeling
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 68b9a214-602b-40c2-b480-fa71c753ef5a · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Pde- refiner: Achieving accurate long rollouts with neural pde solvers.Advances in Neural Informa- tion Processing Systems, 36:67398–67433
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3b23f5a1-48a1-4e6b-905d-316f9f1f747b · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates When physics meets machine learning: A survey of physics-informed machine learning.Machine Learning for Computational Science and Engineering, 1(1):20, 2025
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cc3338dc-c0e7-4e38-8029-98ac8d2d87aa · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Estimating the mean and variance of the target proba- bility distribution
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6e2cb1b7-bed4-45ef-b151-4f963fce7aa9 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Model-free prediction of large spatiotemporally chaotic systems from data: A reservoir computing approach.Physical review letters, 120(2):024102
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3d1f42ac-998a-4117-b7db-7b2cff6a306d · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Thermalizer: Stable autoregressive neural emulation of spatiotemporal chaos
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 25671473-c8e1-49e9-9640-87ff7fa49987 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Expanding maps on sets which are almost invariant
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 400f014a-5a92-4b9c-b9c5-ad4ec7fd4c75 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Gencast: Diffusion-based ensemble forecasting for medium-range weather
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dda166d1-4f26-44e3-8586-db5c8169c1ca · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Infinite-dimensional dynamical systems: An introduction to dissipa- tive parabolic pdes and the theory of global attractors
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 54aefbd0-e373-4fe5-be7f-d5cc05515f63 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Lost in latent space: An empirical study of latent diffusion models for physics emulation
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 782236f4-60fd-4118-a0fc-8cd12e8e1beb · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Dyffusion: A dynamics-informed diffusion model for spatiotemporal forecasting.Advances in neural information processing systems, 36:45259–45287
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 97e2fa57-55e7-4512-b7ec-df762c807b1f · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Neural stochastic pdes: Resolution-invariant learning of continuous spatiotemporal dynamics.Advances in Neural Information Processing Systems, 35:1333–1344, 2022
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a011e6d6-226d-4419-8049-7df8737f762c · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Chapman and Hall/CRC
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 40b38fe5-a73e-48b5-99a6-72b780892fdd · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Elsevier, 1992
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5b4c2a98-8b1a-44d8-8a53-4284611a4011 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Springer, 2005
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 68456dc9-ed12-480d-97ee-2796b5235cf9 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Diffcast: A unified framework via residual diffusion for precipitation nowcasting
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5ab15e05-a7a1-4899-a915-8832e77d2e35 · outbound
TRIE: An Evaluation Framework for Stochastic PDE Surrogates Autoencoders for discovering manifold dimension and coordinates in data from complex dynamical systems
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
No inbound Pith citation observations are available.