GeoCert: Certified Geometric AI for Reliable Forecasting | Paper Citation Record

Observation 4be9002d-8c0d-4d05-8e11-210f8faa72ae · outbound

This paper cites Comparative analysis of deep learning architectures in solar power prediction.

GeoCert: Certified Geometric AI for Reliable Forecasting Comparative analysis of deep learning architectures in solar power prediction

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.794666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 93110eb7-1800-4d74-a100-1239658b91f4 · outbound

This paper cites Data-driven prediction in dynamical systems: recent developments.

GeoCert: Certified Geometric AI for Reliable Forecasting Data-driven prediction in dynamical systems: recent developments

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.798890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c916349a-74f9-4b90-a754-9e12afea03ed · outbound

This paper cites Developmental science 6 in 2025: A predictive review.Research in Human Devel- opment, 11(4):255–272.

GeoCert: Certified Geometric AI for Reliable Forecasting Developmental science 6 in 2025: A predictive review.Research in Human Devel- opment, 11(4):255–272

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.784161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3c8a47d7-f80d-4d0f-a4f3-26414d7edfe3 · outbound

This paper cites Path dependence in energy systems and economic development.Nature Energy, 1(8):1–5.

GeoCert: Certified Geometric AI for Reliable Forecasting Path dependence in energy systems and economic development.Nature Energy, 1(8):1–5

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.787946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b81d3a58-c2c3-4ee7-90e4-cdcfdc38194d · outbound

This paper cites Evaluation of climate models using palaeoclimatic data.Nature Climate Change, 2(6):417–424.

GeoCert: Certified Geometric AI for Reliable Forecasting Evaluation of climate models using palaeoclimatic data.Nature Climate Change, 2(6):417–424

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.773936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 894cd106-e9b3-4a7e-b547-18a60e94407f · outbound

This paper cites Molecular dynam- ics simulations in biology.Nature, 347(6294):631–639.

GeoCert: Certified Geometric AI for Reliable Forecasting Molecular dynam- ics simulations in biology.Nature, 347(6294):631–639

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.780559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ccfecaed-390a-42b9-876d-ac3d8f1fd052 · outbound

This paper cites Towards objective probabalistic climate forecasting.Nature, 419(6903):228–228.

GeoCert: Certified Geometric AI for Reliable Forecasting Towards objective probabalistic climate forecasting.Nature, 419(6903):228–228

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.767367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 89950189-1835-4aec-8da3-7ec82a611606 · outbound

This paper cites Modeling and forecasting natural gas demand in bangladesh.Energy policy, 39(11):7372–7380.

GeoCert: Certified Geometric AI for Reliable Forecasting Modeling and forecasting natural gas demand in bangladesh.Energy policy, 39(11):7372–7380

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.770757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cc4204f0-a79a-4bfc-9e99-da47b72f2179 · outbound

This paper cites Long time series of ocean wave prediction based on patchtst model.

GeoCert: Certified Geometric AI for Reliable Forecasting Long time series of ocean wave prediction based on patchtst model

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.777100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 94206b7a-074a-4c8e-a3b1-68e363d756fd · outbound

This paper cites Scientific machine learning through physics– informed neural networks: Where we are and what’s next.

GeoCert: Certified Geometric AI for Reliable Forecasting Scientific machine learning through physics– informed neural networks: Where we are and what’s next

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.763838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9bfef5e4-568e-481a-8411-8da94a20c407 · outbound

This paper cites Physics- informed machine learning.Nature Reviews Physics, 3(6):422–440.

GeoCert: Certified Geometric AI for Reliable Forecasting Physics- informed machine learning.Nature Reviews Physics, 3(6):422–440

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.791404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ab3c522a-6928-499d-9a65-70adb8dc9cce · outbound

This paper cites Neural ordinary differential equa- tions.Advances in neural information processing systems, 31.

GeoCert: Certified Geometric AI for Reliable Forecasting Neural ordinary differential equa- tions.Advances in neural information processing systems, 31

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.729878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c86eacf4-4b78-460b-8ad0-68320d8eae45 · outbound

This paper cites an unresolved cited work.

GeoCert: Certified Geometric AI for Reliable Forecasting Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-26T17:08:04.743353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d14e9909-2067-4ae2-9aef-6137e283ba4a · outbound

This paper cites Bern-nn: Tight bound propagation for neural networks using bernstein polynomial interval arith- metic.

GeoCert: Certified Geometric AI for Reliable Forecasting Bern-nn: Tight bound propagation for neural networks using bernstein polynomial interval arith- metic

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.687117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6c342a85-f615-496a-9e99-84f419ec2594 · outbound

This paper cites Emer- gent hyperbolic network geometry.Scientific reports, 7(1):41974.

GeoCert: Certified Geometric AI for Reliable Forecasting Emer- gent hyperbolic network geometry.Scientific reports, 7(1):41974

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.722525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 21ae5928-d0fd-4303-8887-d1d3f50660dd · outbound

This paper cites iTransformer: Inverted Transformers Are Effective for Time Series Forecasting.

GeoCert: Certified Geometric AI for Reliable Forecasting iTransformer: Inverted Transformers Are Effective for Time Series Forecasting

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:54:58.848733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 40931011-8df6-447d-8e7a-fe770ecf2e59 · outbound

This paper cites Is mamba effective for time series forecasting?Neurocom- puting, 619:129178.

GeoCert: Certified Geometric AI for Reliable Forecasting Is mamba effective for time series forecasting?Neurocom- puting, 619:129178

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.683587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 18fd46a8-54b7-4a19-8b23-f60b792b99dd · outbound

This paper cites Crossformer: Trans- former utilizing cross-dimension dependency for multi- variate time series forecasting.

GeoCert: Certified Geometric AI for Reliable Forecasting Crossformer: Trans- former utilizing cross-dimension dependency for multi- variate time series forecasting

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.694035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a75934ef-8315-40b2-b4cd-e58fae3ce67a · outbound

This paper cites Long-term Forecasting with TiDE: Time-series Dense Encoder.

GeoCert: Certified Geometric AI for Reliable Forecasting Long-term Forecasting with TiDE: Time-series Dense Encoder

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:41:13.891657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ba143fd3-6d57-4236-9de0-8335839b704e · outbound

This paper cites Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping.

GeoCert: Certified Geometric AI for Reliable Forecasting Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-20T00:02:44.987405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e655730d-3e26-479d-840f-a5b9b190d6aa · outbound

This paper cites Are transformers effective for time series forecasting? InPro- ceedings of the AAAI conference on artificial intelligence, volume 37, pages 11121–11128.

GeoCert: Certified Geometric AI for Reliable Forecasting Are transformers effective for time series forecasting? InPro- ceedings of the AAAI conference on artificial intelligence, volume 37, pages 11121–11128

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.690721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a0878ee0-a0d2-4437-a700-77472c4944d9 · outbound

This paper cites Fedformer: Frequency enhanced de- composed transformer for long-term series forecasting.

GeoCert: Certified Geometric AI for Reliable Forecasting Fedformer: Frequency enhanced de- composed transformer for long-term series forecasting

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.746817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6199588b-0571-4b87-9715-df73f1b4803b · outbound

This paper cites Autoformer: Decomposition transform- ers with auto-correlation for long-term series forecast- ing.Advances in neural information processing systems, 34:22419–22430.

GeoCert: Certified Geometric AI for Reliable Forecasting Autoformer: Decomposition transform- ers with auto-correlation for long-term series forecast- ing.Advances in neural information processing systems, 34:22419–22430

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.708121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a71b14b7-e7ae-4060-b5fb-d4a0e4aa216c · outbound

This paper cites Pint: Physics- informed neural time series models with applications to long-term inference on weatherbench 2m-temperature data.

GeoCert: Certified Geometric AI for Reliable Forecasting Pint: Physics- informed neural time series models with applications to long-term inference on weatherbench 2m-temperature data

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.760251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2ca7604c-5be6-4b21-a691-d2f8cdb5c51c · outbound

This paper cites Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers.

GeoCert: Certified Geometric AI for Reliable Forecasting Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:41:13.924127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6deff20e-7588-485b-8a19-185f5dbeed19 · outbound

This paper cites Modeling long- and short-term temporal pat- terns with deep neural networks.

GeoCert: Certified Geometric AI for Reliable Forecasting Modeling long- and short-term temporal pat- terns with deep neural networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.753777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b0d78edc-7cc9-4129-960e-ea57ab684c62 · outbound

This paper cites SCINet: Time series modeling and forecasting with sample convolution and in- teraction.

GeoCert: Certified Geometric AI for Reliable Forecasting SCINet: Time series modeling and forecasting with sample convolution and in- teraction

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.750687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 28ed0a5c-3129-470e-a9e9-e59827d44133 · outbound

This paper cites Timesnet: Temporal 2d- variation modeling for general time series analysis.

GeoCert: Certified Geometric AI for Reliable Forecasting Timesnet: Temporal 2d- variation modeling for general time series analysis

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.697365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c024ccc6-670f-4ea9-81c6-063eb57a9fde · outbound

This paper cites Attention is all you need.Advances in neural information processing systems, 30.

GeoCert: Certified Geometric AI for Reliable Forecasting Attention is all you need.Advances in neural information processing systems, 30

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.740861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8bd0244b-fcec-417f-afdb-51036289346e · outbound

This paper cites Pyraformer: Low-complexity pyramidal attention for long-range time series modeling and forecasting.

GeoCert: Certified Geometric AI for Reliable Forecasting Pyraformer: Low-complexity pyramidal attention for long-range time series modeling and forecasting

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.731720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f8e2aeab-bde7-4bda-8a03-ef21e37b9f77 · outbound

This paper cites SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series.

GeoCert: Certified Geometric AI for Reliable Forecasting SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:41:13.850215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ffd560d3-7c9e-44ee-8e6f-8c5ef3018614 · outbound

This paper cites Bi-Mamba+: Bidirectional Mamba for Time Series Forecasting.

GeoCert: Certified Geometric AI for Reliable Forecasting Bi-Mamba+: Bidirectional Mamba for Time Series Forecasting

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:41:13.838658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f2cdacba-133e-48aa-81db-53085ee7e74d · outbound

This paper cites Time-series forecasting with deep learning: a survey.Philosophical Transactions of the Royal Society A, 379(2194):20200209.

GeoCert: Certified Geometric AI for Reliable Forecasting Time-series forecasting with deep learning: a survey.Philosophical Transactions of the Royal Society A, 379(2194):20200209

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.737704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6b38e2bf-7010-4f57-b838-8a2ed23a8ae2 · outbound

This paper cites Deep learn- ing for time series forecasting: a survey.Big Data, 9(1):3– 21.

GeoCert: Certified Geometric AI for Reliable Forecasting Deep learn- ing for time series forecasting: a survey.Big Data, 9(1):3– 21

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.734898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation df7de9e4-b2a5-47b0-989d-6f47714652fd · outbound

This paper cites Fourcastnet: Accelerating global high-resolution weather forecasting using adaptive fourier neural operators.

GeoCert: Certified Geometric AI for Reliable Forecasting Fourcastnet: Accelerating global high-resolution weather forecasting using adaptive fourier neural operators

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.724922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7ea9d50f-32d2-4d04-b800-f10b4bde3747 · outbound

This paper cites Evaluation of precipita- tion forecasting base on graphcast over mainland china.

GeoCert: Certified Geometric AI for Reliable Forecasting Evaluation of precipita- tion forecasting base on graphcast over mainland china

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.736813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 936abf9a-516b-42c8-bc01-facac8bdd4f2 · outbound

This paper cites Neural dynamics on com- plex networks.

GeoCert: Certified Geometric AI for Reliable Forecasting Neural dynamics on com- plex networks

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.740126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0c6d9a6c-1583-4b90-8273-cf455b23dbd8 · outbound

This paper cites On the choice of interpolation scheme for neu- ral cdes.Transactions on Machine Learning Research, 2022(9).

GeoCert: Certified Geometric AI for Reliable Forecasting On the choice of interpolation scheme for neu- ral cdes.Transactions on Machine Learning Research, 2022(9)

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.715180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 81f0986d-ed27-41c0-a4e0-2ec713eeb491 · outbound

This paper cites A data- driven method for ship motion forecast.Journal of Ma- rine Science and Engineering, 12(2):291.

GeoCert: Certified Geometric AI for Reliable Forecasting A data- driven method for ship motion forecast.Journal of Ma- rine Science and Engineering, 12(2):291

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.707439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 819044ca-0444-48cb-9cc3-49afba699166 · outbound

This paper cites An edge preserving ibp based super resolution image reconstruction using p- spline and mucso-qpso algorithm.Microsystem Technolo- gies, 23(3):553–569.

GeoCert: Certified Geometric AI for Reliable Forecasting An edge preserving ibp based super resolution image reconstruction using p- spline and mucso-qpso algorithm.Microsystem Technolo- gies, 23(3):553–569

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.733447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a9c369f3-c539-4d06-b99b-9ed7cafea1b8 · outbound

This paper cites Conformal prediction: a unified review of theory and new challenges.Bernoulli, 29(1):1–23.

GeoCert: Certified Geometric AI for Reliable Forecasting Conformal prediction: a unified review of theory and new challenges.Bernoulli, 29(1):1–23

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.756778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4dc3c687-832c-4e0f-83a9-b3cb33db0dc0 · outbound

This paper cites Confor- mal prediction: A gentle introduction.Foundations and Trends in Machine Learning, 16(4):494–591.

GeoCert: Certified Geometric AI for Reliable Forecasting Confor- mal prediction: A gentle introduction.Foundations and Trends in Machine Learning, 16(4):494–591

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.744136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8085b150-80a1-49fc-a3b2-5419ff877fff · outbound

This paper cites Body composi- tion and energy expenditure in adolescents with cerebral palsy or myelodysplasia.Pediatric research, 29(1):70–77.

GeoCert: Certified Geometric AI for Reliable Forecasting Body composi- tion and energy expenditure in adolescents with cerebral palsy or myelodysplasia.Pediatric research, 29(1):70–77

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.681528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e77ec186-d23d-466d-89bf-ae0527ae19e9 · outbound

This paper cites Graph time-series modeling in deep learning: a survey.ACM Transactions on Knowledge Discovery from Data, 18(5):1–35.

GeoCert: Certified Geometric AI for Reliable Forecasting Graph time-series modeling in deep learning: a survey.ACM Transactions on Knowledge Discovery from Data, 18(5):1–35

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.699470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 88763912-bdae-4a5b-b352-812522c12421 · outbound

This paper cites an unresolved cited work.

GeoCert: Certified Geometric AI for Reliable Forecasting Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-05-26T17:08:04.668398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 20e9242a-28dc-4e24-8363-0a20fbe7b500 · outbound

This paper cites Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting -- Full version.

GeoCert: Certified Geometric AI for Reliable Forecasting Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting -- Full version

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:41:13.864962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation afe52a6c-8b02-4266-8c47-5b2a4beae3c3 · outbound

This paper cites Theorem 1(Convergence Guarantee).LetLbe an L–Lipschitz-continuous loss, optimized with learning rateη≤ 1/L within hyperbolic spaceH d.

GeoCert: Certified Geometric AI for Reliable Forecasting Theorem 1(Convergence Guarantee).LetLbe an L–Lipschitz-continuous loss, optimized with learning rateη≤ 1/L within hyperbolic spaceH d

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.726229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 12dc43f1-c5d8-4b17-88b0-9336a551534e · outbound

This paper cites an unresolved cited work.

GeoCert: Certified Geometric AI for Reliable Forecasting Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-05-26T17:08:04.654309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cd10f854-146f-43a3-a9a2-f9b89c25dc9f · outbound

This paper cites an unresolved cited work.

GeoCert: Certified Geometric AI for Reliable Forecasting Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-05-26T17:08:04.651237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4931775f-19d5-4e4e-adad-3a62f50437cb · outbound

This paper cites Theorem 4(Necessity of Hyperbolic Embedding for Certified Forecasting).LetF:X→Ydenote a forecasting function sub- ject to constraint setC={c 1.

GeoCert: Certified Geometric AI for Reliable Forecasting Theorem 4(Necessity of Hyperbolic Embedding for Certified Forecasting).LetF:X→Ydenote a forecasting function sub- ject to constraint setC={c 1

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T17:08:04.657916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d5e3b570-7245-4f92-bfa6-81462aaedc83 · outbound

This paper cites an unresolved cited work.

GeoCert: Certified Geometric AI for Reliable Forecasting Unresolved cited work

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:41:13.916184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers