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Paper Citation Record · LEDGER

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains

As of 17 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 2 inbound Pith citation observations for arXiv:2507.22678.

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

pith.paper-citation-record.v1
2507.22678 v1

Coverage vector

measured 78 of 78 reference resolution

Typed states for the displayed outbound observations.

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measured 80 of 80 standing notices

One-hop event checks from named stored sources.

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measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T21:31:15.241132Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

78 of 78 outbound references displayed

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External citation measurements

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arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation e2c5aba4-0a1c-4b2b-8d2c-d90cde5b42b8 · outbound

This paper cites Deep learning.nature, 521(7553): 436–444, 2015.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Deep learning.nature, 521(7553): 436–444, 2015

Reference 1

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Observation b0b2d49e-9e3c-4c65-a01c-978b230ec31b · outbound

This paper cites Springer,.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Springer,

Reference 2

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Observation 8c56c9f9-d6c2-41ac-b21b-06a4d89a632f · outbound

This paper cites Approximation by superpositions of a sigmoidal function.Mathemat- ics of control, signals and systems, 2(4):303–314, 1989.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Approximation by superpositions of a sigmoidal function.Mathemat- ics of control, signals and systems, 2(4):303–314, 1989

Reference 3

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Observation c09e4cff-0374-4023-8cbf-b0bccfe4b4c3 · outbound

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

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Physics-informed machine learning.Nature Reviews Physics, 3(6):422–440,

Reference 4

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Observation 98524e89-10ff-40e2-8dce-6915ce157c8d · outbound

This paper cites Neural algorithm for solving differential equations.Journal of Computational Physics, 91(1):110–131, 11 1990.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Neural algorithm for solving differential equations.Journal of Computational Physics, 91(1):110–131, 11 1990

Reference 5

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Observation 860efb1c-6e2d-4104-b9f1-19328a92b094 · outbound

This paper cites Psichogios and Lyle H.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Psichogios and Lyle H

Reference 6

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A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

Reference 7

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A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

Reference 8

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A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

Reference 9

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Observation 4157b22a-3e78-4ee0-9308-d669f67d8728 · outbound

This paper cites Artificial neural networks for solving ordinary and partial differential equations.IEEE Transactions on Neural Networks, 9(5):987–1000, 1998.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Artificial neural networks for solving ordinary and partial differential equations.IEEE Transactions on Neural Networks, 9(5):987–1000, 1998

Reference 10

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Observation 7186b022-cc00-4908-9c3a-f12a6dd8185f · outbound

This paper cites Karniadakis.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Karniadakis

Reference 11

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Observation 0fb17f76-c228-4ae0-8d2c-6e0ef23381e3 · outbound

This paper cites Scientific machine learning through physics–informed neural networks: Where we are and what’s next.Journal of Scientific Computing, 92 (3):88, 2022.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Scientific machine learning through physics–informed neural networks: Where we are and what’s next.Journal of Scientific Computing, 92 (3):88, 2022

Reference 12

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Observation 6bbdfecc-1f6e-4722-b525-9463ea719e38 · outbound

This paper cites KAN: Kolmogorov-Arnold Networks.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains KAN: Kolmogorov-Arnold Networks

Reference 13

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Observation 49194771-bdb1-48a6-a52e-a2ad644c8848 · outbound

This paper cites On the representation of continuous functions of many variables by superposition of continuous functions of one variable and addition.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains On the representation of continuous functions of many variables by superposition of continuous functions of one variable and addition

Reference 14

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Observation e9c81697-74dd-44a7-bdc1-48c6cb0ce158 · outbound

This paper cites Kolmogorov- Arnold networks (KANs) for time series analysis.arXiv preprint, 2024.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Kolmogorov- Arnold networks (KANs) for time series analysis.arXiv preprint, 2024

Reference 15

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A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

Reference 16

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Observation faba8ecf-70da-4c94-a231-89be72ca4146 · outbound

This paper cites KAN 2.0: Kolmogorov-Arnold Networks Meet Science.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains KAN 2.0: Kolmogorov-Arnold Networks Meet Science

Reference 17

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Observation 6ce85de4-b9a9-4895-af8d-f4a70dac5206 · outbound

This paper cites Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability

Reference 18

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A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

Reference 19

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Observation 726c5db9-79cb-4492-9d09-45c3fc54d2b1 · outbound

This paper cites Kolmogorov-Arnold networks (KAN) for time series classification and robust analysis.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Kolmogorov-Arnold networks (KAN) for time series classification and robust analysis

Reference 20

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Observation 25358553-a025-4743-b420-a5f69c89e7a8 · outbound

This paper cites B-spline signal processing.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains B-spline signal processing

Reference 21

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Observation 06fb5f8a-8e99-4473-8c11-48c6cf971ce0 · outbound

This paper cites Wav-KAN: Wavelet Kolmogorov-Arnold Networks.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Wav-KAN: Wavelet Kolmogorov-Arnold Networks

Reference 22

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Observation e41451fa-064f-4d3b-b79f-7a2ea8e0d205 · outbound

This paper cites Kolmogorov-Arnold Networks are Radial Basis Function Networks.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Kolmogorov-Arnold Networks are Radial Basis Function Networks

Reference 23

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Observation 70695395-a26d-42e8-aa81-580ced979c37 · outbound

This paper cites Chebyshev Polynomial-Based Kolmogorov-Arnold Networks: An Efficient Architecture for Nonlinear Function Approximation.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Chebyshev Polynomial-Based Kolmogorov-Arnold Networks: An Efficient Architecture for Nonlinear Function Approximation

Reference 24

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Observation 7dd50a74-f1ef-4136-ad1c-51471f106573 · outbound

This paper cites Deepokan: Deep operator network based on Kolmogorov arnold networks for mechanics problems.Computer Methods in Applied Mechanics and Engineering, 436:117699, 2025.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Deepokan: Deep operator network based on Kolmogorov arnold networks for mechanics problems.Computer Methods in Applied Mechanics and Engineering, 436:117699, 2025

Reference 25

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Observation f3813eb7-18d6-42bd-abf3-7d02f2e3b9e0 · outbound

This paper cites Learning nonlinear operators via DeepONet based on the universal approxi- mation theorem of operators.Nature machine intelligence, 3(3):218–229, 2021.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Learning nonlinear operators via DeepONet based on the universal approxi- mation theorem of operators.Nature machine intelligence, 3(3):218–229, 2021

Reference 26

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Observation c2c8c65a-b450-4360-8043-09bb55ae0101 · outbound

This paper cites From PINNs to PIKANs: Recent advances in physics-informed machine learning.Machine Learning for Compu- tational Science and Engineering, 1(1):1–43, 2025.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains From PINNs to PIKANs: Recent advances in physics-informed machine learning.Machine Learning for Compu- tational Science and Engineering, 1(1):1–43, 2025

Reference 27

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Observation 5280aa00-3683-4a46-af25-8c8554fd8eaf · outbound

This paper cites an unresolved cited work.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

Reference 28

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Observation 27620033-0e13-41ff-82ce-00c2506d5866 · outbound

This paper cites an unresolved cited work.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

Reference 29

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Observation 4cba73f8-77ef-429a-9647-00104e852e0f · outbound

This paper cites Engsig-Karup, and Tito Andriollo.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Engsig-Karup, and Tito Andriollo

Reference 30

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Observation e5520ff0-c55a-4eee-8b9f-7c8895a4694c · outbound

This paper cites Solving plane crack prob- lems via enriched holomorphic neural networks.Engineering Fracture Mechanics, page 111133, 2025.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Solving plane crack prob- lems via enriched holomorphic neural networks.Engineering Fracture Mechanics, page 111133, 2025

Reference 31

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This paper cites Higher Mathematics Series.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Higher Mathematics Series

Reference 32

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Observation 1635ac04-f5df-4964-a656-a38ce32b7e86 · outbound

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A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

Reference 33

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A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

Reference 34

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Observation 5520435a-3179-432a-a24b-e782936a331c · outbound

This paper cites Gould and Yuan Feng.Introduction to linear elasticity, volume 2.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Gould and Yuan Feng.Introduction to linear elasticity, volume 2

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Observation 9a14ee2a-6b2f-4748-82c0-c3c81d2d3088 · outbound

This paper cites an unresolved cited work.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

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Observation 222372a6-5df7-4334-aa13-93066b39a733 · outbound

This paper cites Noordhoff Groningen, 1977.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Noordhoff Groningen, 1977

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source=pdf_text observed=2026-08-06T11:37:00.701913Z digest=sha256:7a1f202c39052bdb29aa22295712f28f1fe521f85d4b8cea5f97d27aef52cc94

Observation 281abf76-7751-449e-9ab8-1026f6466ea2 · outbound

This paper cites An iterative method for the Helmholtz equation.Journal of Computational Physics, 49(3):443–457, 1983.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains An iterative method for the Helmholtz equation.Journal of Computational Physics, 49(3):443–457, 1983

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source=pdf_text observed=2026-08-06T11:37:00.794656Z digest=sha256:8d7e9fafdf07e2a9e6d285fff058dfa66deb0db13f3f745728b06791cd83df8d

Observation afb679df-5247-4642-9ec7-dfd62f68891e · outbound

This paper cites Helmholtz equation–least-squares method for recon- structing the acoustic pressure field.The Journal of the Acoustical Society of America, 102(4):2020–2032, 1997.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Helmholtz equation–least-squares method for recon- structing the acoustic pressure field.The Journal of the Acoustical Society of America, 102(4):2020–2032, 1997

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:37:00.868146Z digest=sha256:685966d99a9e54a81d01c8cb61a53f1c9d24640d17b3217bd9dc96b6764d4b9f

Observation 2248f6fc-ccca-4028-998e-e37420f7eff5 · outbound

This paper cites A fast method for the solution of the Helmholtz equation.Journal of Computational Physics, 230(12):4403–4418, 2011.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains A fast method for the solution of the Helmholtz equation.Journal of Computational Physics, 230(12):4403–4418, 2011

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source=pdf_text observed=2026-08-06T11:37:00.967047Z digest=sha256:e479aa319caed36705aae86361cb7a414570e4b8640dd4c97ba9c054f1a44873

Observation 3da1ed4d-834b-41d0-a25e-62c6f0eba760 · outbound

This paper cites WORLD SCIENTIFIC, 1991.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains WORLD SCIENTIFIC, 1991

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source=pdf_text observed=2026-08-06T11:37:01.060681Z digest=sha256:ff86350fbaaceb6a07dde66255e7f50aac53d06132273e4efbd1afa3e044076f

Observation ed5bb569-e111-40a2-92a3-d66b30d17ccf · outbound

This paper cites Boundary integrated neural networks and code for acoustic radiation and scattering.International Journal of Mechanical System Dynamics, 4(2):131–141, 2024.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Boundary integrated neural networks and code for acoustic radiation and scattering.International Journal of Mechanical System Dynamics, 4(2):131–141, 2024

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source=pdf_text observed=2026-08-06T11:37:01.200478Z digest=sha256:0bdae2cbdf743ad3cdb50e987743c1e98319b606e70c27878d54b2fd6e62edd4

Observation a4f74ee0-8041-433a-9a0c-a367a59648f8 · outbound

This paper cites Boundary integral neural networks for acoustic radiation prediction from noisy boundary data.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Boundary integral neural networks for acoustic radiation prediction from noisy boundary data

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source=pdf_text observed=2026-08-06T11:37:01.326496Z digest=sha256:e34f4154a2d12acd37f566c052358ccf2d3b6e0ed674b63e3e63798f2a1ca6ca

Observation e1cc5f26-1b7c-4910-9d1b-0cc5a5400f12 · outbound

This paper cites Vekua theory for the helmholtz operator.Zeitschrift f¨ ur angewandte Mathematik und Physik, 62(5):779–807, 2011.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Vekua theory for the helmholtz operator.Zeitschrift f¨ ur angewandte Mathematik und Physik, 62(5):779–807, 2011

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source=pdf_text observed=2026-08-06T11:37:01.392981Z digest=sha256:e1576fe1b1d428e43e544d84c9137d58de07a34fd700bcc93236de6b1588c20f

Observation 6d0cefdb-e74e-4aeb-b2c2-54810ddb6a71 · outbound

This paper cites an unresolved cited work.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

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Observation 79b240d0-8999-40f4-b90e-f60e3bacb52f · outbound

This paper cites A survey of i.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains A survey of i

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source=pdf_text observed=2026-08-06T11:37:01.643985Z digest=sha256:02ff666e1afa4d79416e10d0c6933908e14357126502e3f7853bca9ae87f6068

Observation 8210faac-ebf7-4036-8754-7fc592b37e3e · outbound

This paper cites Anastassiou.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Anastassiou

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doi_truncated, observed 2026-08-06T11:37:01.971124Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:37:01.718356Z digest=sha256:ea13afb61232606a69f61e82cfd65b8521f57b057772426cb78743036700b1bb

Observation e9d2cc5d-907a-4107-b843-dcb66a57ef59 · outbound

This paper cites Convergence analysis of two-layer neural networks with ReLU activation.Advances in neural information processing systems, 30, 2017.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Convergence analysis of two-layer neural networks with ReLU activation.Advances in neural information processing systems, 30, 2017

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source=pdf_text observed=2026-08-06T11:37:01.722756Z digest=sha256:0fd940ccd7cfe1f34a69fc4dda9c40bdc11669317742c9caa30fde634249ad10

Observation afd3469d-9c58-408f-87dd-40cf8834202a · outbound

This paper cites The influence of the sigmoid function parameters on the speed of backpropagation learning.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains The influence of the sigmoid function parameters on the speed of backpropagation learning

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source=pdf_text observed=2026-08-06T11:37:01.726458Z digest=sha256:323be89218834760d6dff8f4d7781d63c1552edc0188f948674fcf3679b2dd58

Observation c2a26585-551e-43a8-88ba-b6447c394d90 · outbound

This paper cites An extension of the back-propagation algorithm to complex numbers.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains An extension of the back-propagation algorithm to complex numbers

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source=pdf_text observed=2026-08-06T11:37:01.729863Z digest=sha256:0b9ec9c52aa21457d15fee6c1a4f775603f01d92a05193e1b3ce3d4d1fdc1f16

Observation aa4687e8-f5eb-4fc9-85a9-00b4a822d2f5 · outbound

This paper cites Studies in Computational Intelligence.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Studies in Computational Intelligence

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source=pdf_text observed=2026-08-06T11:37:01.733446Z digest=sha256:c2406b9207ffbdab1fcbc4f4b1415122d1186e8a6cdf0d00efcdb345d24991ec

Observation a854227c-ef03-4dbb-a89d-c573a6cd8fcc · outbound

This paper cites Deep complex networks.arXiv preprint, 2017.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Deep complex networks.arXiv preprint, 2017

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source=pdf_text observed=2026-08-06T11:37:01.736655Z digest=sha256:02451262d6a52dea240918e0dac46e94f60d31b344f1d45c1626a00ab19c3845

Observation 764d9962-95cc-49f0-932d-836a5e4a140d · outbound

This paper cites Adam: A Method for Stochastic Optimization.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Adam: A Method for Stochastic Optimization

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source=pdf_text observed=2026-08-06T11:37:01.739712Z digest=sha256:4c6fc78e78ddb54bfecadbe5a5d76c23d285d3c7643a9227b795e74b84b06444

Observation 4b3a7054-370e-4afa-8b4e-f65c8902a2f1 · outbound

This paper cites On the limited memory BFGS method for large scale op- timization.Mathematical programming, 45(1):503–528, 1989.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains On the limited memory BFGS method for large scale op- timization.Mathematical programming, 45(1):503–528, 1989

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source=pdf_text observed=2026-08-06T11:37:01.743408Z digest=sha256:dd6a283cc18700fb6a2de7bffda0200d966c30c79a36a81949bfbb257bbc704c

Observation 8e24ddd5-7940-442f-af3f-31f709685e9e · outbound

This paper cites Zur formalen theorie der funktionen von mehr komplexen ver¨ anderlichen.Mathematische Annalen, 97(1):357–375, 1927.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Zur formalen theorie der funktionen von mehr komplexen ver¨ anderlichen.Mathematische Annalen, 97(1):357–375, 1927

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source=pdf_text observed=2026-08-06T11:37:01.746581Z digest=sha256:caecbc60e3320f93e3f5ab7f684e03c9f242cd8dfd3583bd35b7490ae7422b9a

Observation 118a26d6-0785-4af6-9243-151e6a6d3b3b · outbound

This paper cites Springer Nature Switzerland, Cham, 2024.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Springer Nature Switzerland, Cham, 2024

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:37:01.750356Z digest=sha256:b801de19a565c3379578f39601be57b2a1dfda034cf95df51bb540f2eb028f9a

Observation 940e46d0-2972-442e-9d10-77c57d7010db · outbound

This paper cites Gentile, Mario Dagrada, Chul Lee, Seong-Hyok S.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Gentile, Mario Dagrada, Chul Lee, Seong-Hyok S

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T11:37:01.754041Z digest=sha256:582535216f77e42627bb2ad0f6c0663f2fef04c214ba8893a738e2a0ba552649

Observation b28bfdaa-4b32-45ef-9ea5-50737120ea67 · outbound

This paper cites A review on weight initialization strategies for neural networks.Artificial intelligence review, 55(1):291–322,.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains A review on weight initialization strategies for neural networks.Artificial intelligence review, 55(1):291–322,

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source=pdf_text observed=2026-08-06T11:37:01.757570Z digest=sha256:d91a72d9265d3e2599846591a2f1aef8a3b13cb83547dfb0014ddc31a5ccd1b0

Observation aba1e841-f522-46a4-a18e-f19c27f421ab · outbound

This paper cites Understanding the difficulty of training deep feed- forward neural networks.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Understanding the difficulty of training deep feed- forward neural networks

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source=pdf_text observed=2026-08-06T11:37:01.764721Z digest=sha256:f8c02a6e7794071a8cec1d3a42f59803f894c82211fd930466d9ccdbd26c1ba3

Observation 03e86d0d-54fd-4697-bc74-2a6261281bbc · outbound

This paper cites Delving deep into rectifiers: Surpassing human-level performance on imagenet classification.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Delving deep into rectifiers: Surpassing human-level performance on imagenet classification

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source=pdf_text observed=2026-08-06T11:37:01.767872Z digest=sha256:3985c3ca2f1b807a04bef741adb771c15e6c38441fd2de23cf1484d2a450d645

Observation 2b78702d-5c6f-4b34-b77c-c6135973a19b · outbound

This paper cites Importance of input data normalization for the applica- tion of neural networks to complex industrial problems.IEEE Transactions on nuclear science, 44(3):1464–1468, 1997.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Importance of input data normalization for the applica- tion of neural networks to complex industrial problems.IEEE Transactions on nuclear science, 44(3):1464–1468, 1997

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source=pdf_text observed=2026-08-06T11:37:01.771197Z digest=sha256:b65efe315035696a33c7b598151edbd60e259b6a881e359dbede4a95ec009c19

Observation 14fcd37f-a27f-414f-87bb-ac2300fe2a5e · outbound

This paper cites Anderson.Fracture mechanics: fundamentals and applications.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Anderson.Fracture mechanics: fundamentals and applications

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source=pdf_text observed=2026-08-06T11:37:01.774627Z digest=sha256:88b333dd81f53632883f6f91d0e965d44e294e39a0dd1553ade30a074a68c207

Observation b64677d2-5073-43b2-893e-254d3cf6feb9 · outbound

This paper cites Jagtap and George Em Karniadakis.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Jagtap and George Em Karniadakis

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source=pdf_text observed=2026-08-06T11:37:01.778310Z digest=sha256:65cc86689ae1853a082248dbaa1e98b0bb5dca651e4c1133bb11caa9410b975f

Observation 87b7c9e5-d8dc-4184-8d34-abe075d37dea · outbound

This paper cites Harmonic functions from a complex analysis viewpoint.The American mathematical monthly, 93(4):246–258, 1986.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Harmonic functions from a complex analysis viewpoint.The American mathematical monthly, 93(4):246–258, 1986

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source=pdf_text observed=2026-08-06T11:37:01.781988Z digest=sha256:038aba8f38f4147f419cd2790b52301d0403376558b6e10d89daa6f85330d37b

Observation b272e989-773c-44e4-9519-74264816b855 · outbound

This paper cites Howie.Laurent Series and the Residue Theorem, chapter 8, pages 137–.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Howie.Laurent Series and the Residue Theorem, chapter 8, pages 137–

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source=pdf_text observed=2026-08-06T11:37:01.785191Z digest=sha256:46aaaa00ef899f19c15f5ba1201a2b79b83e204b86a562e1acb94e8dcc4afa7f

Observation 383e42f5-81ff-4526-80ae-dd593a76947f · outbound

This paper cites PyTorch: An imperative style, high-performance deep learning library.Advances in neural infor- mation processing systems, 32, 2019.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains PyTorch: An imperative style, high-performance deep learning library.Advances in neural infor- mation processing systems, 32, 2019

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source=pdf_text observed=2026-08-06T11:37:01.791876Z digest=sha256:c622d34b3bf455981b9c8ae94826512f689ea846b0c68ec57d03b392378e27dd

Observation e069e085-b59d-4d28-86d8-96df3420c7ac · outbound

This paper cites New development in FreeFem++.Journal of numerical mathematics, 20(3-4):251–266, 2012.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains New development in FreeFem++.Journal of numerical mathematics, 20(3-4):251–266, 2012

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source=pdf_text observed=2026-08-06T11:37:01.795063Z digest=sha256:5b7e2f41108f91d266678daab1719030f8333b39bd7185f542790111c1d7d2ba

Observation a1e18169-3ca4-4366-a1ca-374d7a365e9b · outbound

This paper cites an unresolved cited work.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

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source=pdf_text observed=2026-08-06T11:37:01.798731Z digest=sha256:652ac49b2698aae8261e56f94fe8355f74d5a2ff7e9468b383387de9d4b69e27

Observation 22a2d72a-645e-4fe6-ad2d-7ae5b2847842 · outbound

This paper cites Separable physics-informed neural networks.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Separable physics-informed neural networks

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Observation 7ca2f7da-a239-4024-8acf-d24934a1c92a · outbound

This paper cites DeepXDE: A deep learning library for solving differential equations.SIAM Review, 63(1):208–228, 2021.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains DeepXDE: A deep learning library for solving differential equations.SIAM Review, 63(1):208–228, 2021

Reference 70

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Observation cd8dcd5f-6951-4c54-b705-560f176bfc4d · outbound

This paper cites A comparison between multilayer perceptrons and Kolmogorov-Arnold networks for multi-task classification in sitting posture recognition.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains A comparison between multilayer perceptrons and Kolmogorov-Arnold networks for multi-task classification in sitting posture recognition

Reference 71

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A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

Reference 72

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This paper cites ISBN 978-1-4471-0027-0.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains ISBN 978-1-4471-0027-0

Reference 152

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This paper cites doi: 10.1007/978-1-4614-4833-4.

A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains doi: 10.1007/978-1-4614-4833-4

Reference 1994

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A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

Reference 2011

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A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

Reference 2019

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A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

Reference 2021

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A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains Unresolved cited work

Reference 2022

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Pith citing papers

Observation 1b06e8ac-6361-4343-b840-d5c14719301b · inbound

A Practitioner's Guide to Kolmogorov-Arnold Networks cites this paper.

A Practitioner's Guide to Kolmogorov-Arnold Networks A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains

Reference 264

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Observation 26837479-5310-4f55-99b8-8eaf77275440 · inbound

A holomorphic neural network framework for 3D boundary value problems governed by harmonic potentials cites this paper.

A holomorphic neural network framework for 3D boundary value problems governed by harmonic potentials A holomorphic Kolmogorov-Arnold network framework for solving elliptic problems on arbitrary 2D domains

Reference 49

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