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Paper Citation Record · LEDGER

Efficient Federated Conformal Prediction with Group-Conditional Guarantee

As of 10 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 2 inbound Pith citation observations for arXiv:2603.14198.

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

pith.paper-citation-record.v1
2603.14198 v3

Coverage vector

measured 50 of 50 reference resolution

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Source: paper_references, paper_reference_links, observed 2026-07-14T21:26:56.302030Z

measured 52 of 52 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T10:51:23.797964Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T03:19:30.171838Z

Reference resolution

50 of 50 outbound references displayed

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Outbound references

Observation 3f01a26a-95b8-40e1-b181-fde31a99fcd8 · outbound

This paper cites Dissipative solitary states in driven surface waves.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Dissipative solitary states in driven surface waves

Reference 1

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:bb6ee04936307ca8ca3a6a7fea48fc947ef8393b25867ea8d5f982375bc7c217

Observation bc612437-9ade-42de-99c9-5f1f1aaf4198 · outbound

This paper cites Self-similar capillary pinchoff of an inviscid fluid.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Self-similar capillary pinchoff of an inviscid fluid

Reference 2

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:944e691abfd0c9fe7e8df1f34823850bbc71e0f533f198d4676b914c4a88b5ee

Observation 9dc2fc73-9fa2-4287-b1d4-849cc28bdc5c · outbound

This paper cites Observation of gravity-capillary wave turbulence.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Observation of gravity-capillary wave turbulence

Reference 3

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:534e0169829db59307acd625fefe8a02a167673e843a06a634eebd8792becd06

Observation a11fb22c-4b44-4f98-9515-7e09c006722b · outbound

This paper cites Direct numerical simulations of capillary wave turbulence.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Direct numerical simulations of capillary wave turbulence

Reference 4

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:97d9dcb8d4e604da2fbadaa8c8669348c153eff9da3412aa02ab464289d98dc2

Observation 3e21e2a7-fb1f-490b-a5e9-f988b9da0d5c · outbound

This paper cites Capillary ripples in thin viscous films.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Capillary ripples in thin viscous films

Reference 5

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:016ee36c2798e398897f96bc9052a5f0296965f6ad727a0dd8c3ff52f332a0a8

Observation 8de4cc53-77a4-4f76-9fe4-97f8dca30b6a · outbound

This paper cites Faraday waves on a viscoelastic liquid.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Faraday waves on a viscoelastic liquid

Reference 6

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:3f0aac4c4216dc7b46887e1a47f542967b3cf9312f98e46ad6eadea5bfa5a231

Observation 92925d5e-d0f7-4ad4-8449-da565bfb7c91 · outbound

This paper cites Evidence for viscoelastic effects in surface capillary waves of molten polymer films.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Evidence for viscoelastic effects in surface capillary waves of molten polymer films

Reference 7

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:b09fbf207d0beedfa3488bd70df48fc96dc56aa8db28342b15ff7f11c0f50974

Observation 31424fc8-47ee-4853-849e-74b0cea7e522 · outbound

This paper cites Laser-induced forward transfer of viscoplastic fluids.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Laser-induced forward transfer of viscoplastic fluids

Reference 8

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:7d4d1c770175ea70d7013c4c040a94a4a2954e8824764239f5bceb04ad71b085

Observation 0225fac8-0cda-4810-80c5-4a3987b4cfb7 · outbound

This paper cites Spreading of viscoplastic droplets.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Spreading of viscoplastic droplets

Reference 9

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:0f025dac71a66d5e79b89356d861c4f9f495704c3d44b4f9f8622a33874f6593

Observation 61cb817c-2408-43c1-ba4f-b8a54d7a1566 · outbound

This paper cites Bursting bubble in a viscoplastic medium.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Bursting bubble in a viscoplastic medium

Reference 10

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:ba0037e2427d613a294ad5b045a9f5324df5e4f6cf32cb6feee251eeb5aa3ba0

Observation 72adc6a9-e051-48b2-b8a7-fa2b5a50a4db · outbound

This paper cites Moulding hydrodynamic 2d-crystals upon parametric faraday waves in shear-functionalized water surfaces.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Moulding hydrodynamic 2d-crystals upon parametric faraday waves in shear-functionalized water surfaces

Reference 11

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:8aae03815a15f3ae02b49fcf08cbed069006cf5318648437ba9ba8bdcb0c18a2

Observation 8be9a674-db4c-47f8-af31-b485e6ffa896 · outbound

This paper cites Capillary waves with surface viscosity.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Capillary waves with surface viscosity

Reference 12

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:74554e62c9e3c80664091c7f0a35b5f43c463a93b63b16047ea1d9b4bdf3fc1b

Observation e052ada1-bda5-4a6b-b50e-d50e87d8e255 · outbound

This paper cites Wave-based liquid-interface metamaterials.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Wave-based liquid-interface metamaterials

Reference 13

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:76e12077de469cbc026401ee67fc3213ba75acd0f04bfdb872772f0e30b02a68

Observation 21b10922-5f31-4561-a2c6-d410b8038a66 · outbound

This paper cites Time reversal and holography with spacetime transformations.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Time reversal and holography with spacetime transformations

Reference 14

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:1b2c40bb5bfaf48146141d43a98e3bf6832d0842ab4f1a177f8df6af5de403a4

Observation 99e2aabe-a930-4116-a5d1-350bf627bc67 · outbound

This paper cites Dynamic interface printing.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Dynamic interface printing

Reference 15

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:e5c8e62b0ce02aacd376864f7a92e8f0fff76b6eec8a60be48f8f5e80962824c

Observation 3413829b-36be-448f-a124-af9b70dbfca1 · outbound

This paper cites The odd free surface flows of a colloidal chiral fluid.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee The odd free surface flows of a colloidal chiral fluid

Reference 16

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:60e2607a64db4ce3581f6ae00da0226711d426e70b6abdcf01b4ff659bc04775

Observation 59ad8947-f947-463d-aef0-505b45cb99cf · outbound

This paper cites Odd dynamics of living chiral crystals.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Odd dynamics of living chiral crystals

Reference 17

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:904107920beadbb2ba5b317961c5ab679d88f1206b8d050fca96e7d33afda162

Observation df978034-41d2-4eba-87f4-4a496cfd8abc · outbound

This paper cites Free-surface variational principle for an incompressible fluid with odd viscosity.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Free-surface variational principle for an incompressible fluid with odd viscosity

Reference 18

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:62625adafd4c3230f8511fdb231760be675ccd69c2f2c6175f8d4507d26c23a7

Observation 2e597592-7636-42fd-babe-946f4ffaec43 · outbound

This paper cites Nonreciprocity and odd viscosity in chiral active fluids.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Nonreciprocity and odd viscosity in chiral active fluids

Reference 19

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:69bf3de388a9bbd83f4cb13c08985721a05579610e32ef02aaee6c94a1d9b91e

Observation 619ccae2-b76b-46cd-9193-1e28338f8aa1 · outbound

This paper cites Nonlinear density waves on graphene electron fluids.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Nonlinear density waves on graphene electron fluids

Reference 20

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:c1d3c49b0d488eb49e1205d6fddab2a8fc32608ef1e2c5ae56399843635f78fc

Observation afa95b9a-35af-49f8-8ab6-fb744f675481 · outbound

This paper cites Topological waves in fluids with odd viscosity.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Topological waves in fluids with odd viscosity

Reference 21

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:025fe4840725e4dda2ef5c5e7616811f36d8ea2c58d1b5f9a4176012e8c4e58a

Observation 0cfa1d44-abf1-4245-830c-74dab5758af2 · outbound

This paper cites Edge wave and boundary layer of vortex matter.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Edge wave and boundary layer of vortex matter

Reference 22

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:9290557088705b07b4061f0da2021438b80fd4ab19dfd71037ab481ac46808b9

Observation e011cd6e-b1c8-46b9-8641-fa87de2e084a · outbound

This paper cites Non-reciprocal topological solitons in active metamaterials.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Non-reciprocal topological solitons in active metamaterials

Reference 23

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:b390cf4278a2119d35a092ca7fffa089b87d5e157dc5701c47331d3ca47996df

Observation 82b394b2-5d66-4666-9793-0b83f129c9a4 · outbound

This paper cites Viscosity of quantum hall fluids.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Viscosity of quantum hall fluids

Reference 24

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:a4196ce711855d1bd1c37f52b36d0dcf34fa3060c1cdf122d5a6ae5a5502af38

Observation bab46da6-887b-4f8d-90d1-6fd86f1fb9ca · outbound

This paper cites Rotating crystals of magnetic janus colloids.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Rotating crystals of magnetic janus colloids

Reference 25

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:2455ffd16fc5fb300b5b2b4c8986bb2da324f90153eebd4197961ee6313d5156

Observation 755da551-a8f0-4017-9560-c90f2b19e872 · outbound

This paper cites Odd viscosity and odd elasticity.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Odd viscosity and odd elasticity

Reference 26

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:4fa280015d0e6aed419135f66f26e042a1280e664a5be374f69443c38c6e188f

Observation f2a8360d-9d12-4fce-bfc9-17fd9057cda6 · outbound

This paper cites Odd viscosity.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Odd viscosity

Reference 27

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:0ae36a93133bf9fe86054d5ee685e18e875ccee47a6e27c5d96cc21d0ccb84c7

Observation 65764ae2-1e6e-4ea4-8982-c6ab43c242d2 · outbound

This paper cites Chiral active fluids: what can we learn from the total momentum?.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Chiral active fluids: what can we learn from the total momentum?

Reference 28

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:0f0fb8229c5ea553a5e0c909d0db183e31dc454eec3e0cf796cfacff769f40b8

Observation acb8efbe-a4d7-478d-8eb8-3ff725cdc8d3 · outbound

This paper cites Odd-viscosity-induced stabilization of viscous thin liquid films.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Odd-viscosity-induced stabilization of viscous thin liquid films

Reference 29

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:71d73e9572fc91da36846c3ea81228108537a4f2dae1db9a6042ce10541b43a6

Observation a85d1e30-1c0f-4757-87b1-da56db603295 · outbound

This paper cites Bubble phase induced by odd interactions in chiral systems.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Bubble phase induced by odd interactions in chiral systems

Reference 30

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:bd9c2a5ca0b30ce1ed2199452dc21d9871e8cc1819097bda1b3fb1701b7cf359

Observation 13275c7d-f545-4498-b425-e6bae584fea7 · outbound

This paper cites Chirality-induced phase separation and collective dynamics in binary mixtures of chiral particles.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Chirality-induced phase separation and collective dynamics in binary mixtures of chiral particles

Reference 31

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:29f1c5630fb50f6b8345ff58b7d0fa352a46682b37dfd26cebe6f9b2eb78c973

Observation 376756be-8345-4cc7-891e-e1c26669c60e · outbound

This paper cites Hydrodynamic lift of a two-dimensional liquid domain with odd viscosity.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Hydrodynamic lift of a two-dimensional liquid domain with odd viscosity

Reference 32

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:1dfd0d72448a9e824e91348ba87b96a0c9d9acd0feb65afae485c7656fd3f0e8

Observation e8f5d9e4-0625-4166-84a1-1c7b4bfba7c2 · outbound

This paper cites Surface wave and thermocapillary instabilities on flowing film under the sway of hall viscosity.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Surface wave and thermocapillary instabilities on flowing film under the sway of hall viscosity

Reference 33

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:1c0a69fef3e56309b0a62b2ac70fb14451c2c11c1a52a715eeee83ddd2761533

Observation 460c64c8-8299-4848-95d8-29ae1f54842f · outbound

This paper cites Odd Droplets: Fluids with Odd Viscosity and Highly Deformable Interfaces.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Odd Droplets: Fluids with Odd Viscosity and Highly Deformable Interfaces

Reference 34

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:fd4dabf5a74d194234d5b372f271460422404fb85e119c96ab04f604ca9210a6

Observation f69b68a4-24d7-46a9-9ada-0f935f76a4ed · outbound

This paper cites Nonlinear shallow water dynamics with odd viscosity.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Nonlinear shallow water dynamics with odd viscosity

Reference 35

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:7bc37a540357684fc3644805a26c7206140f7873d91e467a75d67e2266ed6a67

Observation 57352bc3-8078-4f2f-8c0c-884482e75082 · outbound

This paper cites Odd surface waves in two-dimensional incompressible fluids.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Odd surface waves in two-dimensional incompressible fluids

Reference 36

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:f6eeb49b9b6a890e8772c2390abf022b6618b63e72241e912f486495baecabe6

Observation 9a0c3e77-0c99-4c37-adfd-09e16cff36eb · outbound

This paper cites On the motion of gravity–capillary waves with odd viscosity.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee On the motion of gravity–capillary waves with odd viscosity

Reference 37

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:5a6ea718ada7bdb981275f81c0cb4ea922490d43bf141f5d3a968c5b502b2a8b

Observation 6380e5a3-7627-4ba2-9728-ad7cf77acfc3 · outbound

This paper cites Lamb,�������������(Cambridge University Press, 1975).

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Lamb,�������������(Cambridge University Press, 1975)

Reference 38

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:94dba273c7757b620f0b6730a98d9523989e4f7b2892311e674a6ecb35aaec0d

Observation 0039a665-7700-453d-815d-8e4f12fac0c3 · outbound

This paper cites Landau and E.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Landau and E

Reference 39

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Observation 92b8dcb5-142c-4efc-9a22-caa82b67bfe8 · outbound

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Efficient Federated Conformal Prediction with Group-Conditional Guarantee Lannes,��� ����� ����� �������� ������������ �������� ��� �����������, Mathematical Surveys and Monographs (Amer- ican Mathematical Society, 2013)

Reference 40

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:50b6a57cd59a874b517d5a23706152bda2ef606db4b0c8790caf40f0cb0e5af0

Observation b05ab2d2-f3ec-4ebe-95da-bb9cd5b6611c · outbound

This paper cites On the theory of oscillatory waves.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee On the theory of oscillatory waves

Reference 41

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:3c3e98f7b0789dfc3f94a39997acb4ded8d155b1ee020de2863ade04d8e834fb

Observation fc187ff9-64fa-49ba-88e1-558103343873 · outbound

This paper cites Stokes drift.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Stokes drift

Reference 42

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Observation b3b3161d-bd6c-48f1-b9ee-7adf45ee9df7 · outbound

This paper cites Experimental study of particle trajectories below deep-water surface gravity wave groups.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Experimental study of particle trajectories below deep-water surface gravity wave groups

Reference 43

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:68c10a89656f4defae1067dedfb1c47d6b1d5fe65c6dc0a4c72d90a05fe0592f

Observation ca9b2ac3-74a7-49fb-adc2-2e98cdd42252 · outbound

This paper cites an unresolved cited work.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Unresolved cited work

Reference 44

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:830dbdcc612c352c7ce1abb581dc28ce5e440318b2d2e1d5c122dfc3a19b38df

Observation df97de09-3a9f-446e-a3db-0261e60e6f9c · outbound

This paper cites Highest cusped waves for the burgers–hilbert equation.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Highest cusped waves for the burgers–hilbert equation

Reference 45

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:96997fc3ea7293e40a85437cce37011d3016396d39cbc437526e6dd6d85617be

Observation bae6f7b2-5607-4cc7-8991-f967c941afb7 · outbound

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Efficient Federated Conformal Prediction with Group-Conditional Guarantee Popinet and collaborators,�������� �, Available at:������������������

Reference 46

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:ffc419cc582dac3e1fb0ac9f37fc52e9e1f865ecaf6c9b4dae23a90a1c988b99

Observation 59b1a4de-0e2e-4681-8d53-d3f6a49bd83e · outbound

This paper cites An accurate adaptive solver for surface-tension-driven interfacial flows.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee An accurate adaptive solver for surface-tension-driven interfacial flows

Reference 47

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:cd970a78b6b0e7d8aaa6d54298ce8f7b0c64271ca7059dabb65b3fc1a0d7a007

Observation 58bd5685-af38-486a-8f38-99e29032fb7f · outbound

This paper cites Numerical models of surface tension.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Numerical models of surface tension

Reference 48

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:a7bafe055e4a754285fc238e3124fdab0a01b891276efc4f892526bd0107d019

Observation ce2819d1-0bd9-409f-bfc0-5031e671f931 · outbound

This paper cites Internal waves of permanent form in fluids of great depth.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Internal waves of permanent form in fluids of great depth

Reference 49

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:86579ee2d71b4e8fe8cc5d778c0fe56bc55c917c36ae7c2549cd1f20877876e2

Observation 0ee92400-e960-44d5-bbf0-ae767c01dae0 · outbound

This paper cites Algebraic solitary waves in stratified fluids.

Efficient Federated Conformal Prediction with Group-Conditional Guarantee Algebraic solitary waves in stratified fluids

Reference 50

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source=pdf_text observed=2026-07-14T21:26:56.302030Z digest=sha256:770daca62e5c20c72d647a5681a25b5956ba63891f25f560c2ad408edd43d2ae

Pith citing papers

Observation 0083fa54-87ef-42bb-8291-9a12b660879e · inbound

When Average Calibration Fails: Site-Conditional Federated Conformal Risk Control cites this paper.

When Average Calibration Fails: Site-Conditional Federated Conformal Risk Control Efficient Federated Conformal Prediction with Group-Conditional Guarantee

Reference 17

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T18:16:16.077823Z digest=sha256:0670952a61158e6c73c12e372e00f61510dcafe0c7c0dcbea6db9b84c5507f19

Observation b36506b2-b2e8-4e22-8b3a-69cc62e3e9bb · inbound

When Average Calibration Fails: Site-Conditional Federated Conformal Risk Control cites this paper.

When Average Calibration Fails: Site-Conditional Federated Conformal Risk Control Efficient Federated Conformal Prediction with Group-Conditional Guarantee

Reference 17

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source=pdf_text observed=2026-08-02T10:51:23.797964Z digest=sha256:0e9775304a5da56b46134d73a0e4c544bdac2e015d6c2d554e8926e6a065d070