Paper Citation Record · LEDGER

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification

As of 9 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2607.09205.

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

pith.paper-citation-record.v1
2607.09205 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T04:43:09.543909Z

measured 34 of 34 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

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Reference resolution

34 of 34 outbound references displayed

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Outbound references

Observation 7ed8899e-7756-4440-b846-af79b59a074a · outbound

This paper cites Renewables 2025: Analysis and forecasts to 2030,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Renewables 2025: Analysis and forecasts to 2030,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 156a2705-2247-4096-8243-1de351ba8172 · outbound

This paper cites Energy and AI,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Energy and AI,

Reference 2

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Observation 101f5f96-e07e-46c5-9907-ae8d5f5e2c3f · outbound

This paper cites Trends in Photovoltaic Applications 2025,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Trends in Photovoltaic Applications 2025,

Reference 3

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Observation e9afd070-b896-4d38-92f0-da37cd4c7ad5 · outbound

This paper cites Photovoltaic (pv) systems – requirements for testing, documentation and maintenance – part 3: Photovoltaic modules and plants – outdoor infrared thermography,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Photovoltaic (pv) systems – requirements for testing, documentation and maintenance – part 3: Photovoltaic modules and plants – outdoor infrared thermography,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 3efc5f7b-30f9-49cf-9549-4d63dd0f9dae · outbound

This paper cites Standards for Photovoltaic Energy Systems,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Standards for Photovoltaic Energy Systems,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 554a8ec0-9e37-4d76-b293-d9d011cd097f · outbound

This paper cites Failures of Photovoltaic modules and their Detection: A Review,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Failures of Photovoltaic modules and their Detection: A Review,

Reference 6

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Observation 32ea9a24-eeec-4bc5-b5db-1c7679ef5837 · outbound

This paper cites Assessment of photovoltaic module failures in the field,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Assessment of photovoltaic module failures in the field,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation ce4f578e-bc73-456a-b2a6-f9367891d98a · outbound

This paper cites Self-supervised learning from images with a joint-embedding predictive architecture,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Self-supervised learning from images with a joint-embedding predictive architecture,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation f708051c-7839-4c01-8e2b-0e3cf987bf6b · outbound

This paper cites A Novel Defect Detection Method for Photovoltaic Panels: Enhancing Visible Light Images Recognition Efficiency Through Extended Deep Learning Models,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification A Novel Defect Detection Method for Photovoltaic Panels: Enhancing Visible Light Images Recognition Efficiency Through Extended Deep Learning Models,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 59327221-ad6b-421b-aa9c-6a3309511aaf · outbound

This paper cites Deep learning for solar pv fault classification using RGB imaging and comparison of preprocessing techniques,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Deep learning for solar pv fault classification using RGB imaging and comparison of preprocessing techniques,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation d1162878-4553-4f7e-8a2c-cf6a3fbe88b3 · outbound

This paper cites Automatic classification of defective photovoltaic module cells in electroluminescence images,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Automatic classification of defective photovoltaic module cells in electroluminescence images,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation bdf99212-bb81-4f33-8139-477f8b4f5779 · outbound

This paper cites Automated defect detection and localization in photovoltaic cells using semantic segmentation of electroluminescence images,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Automated defect detection and localization in photovoltaic cells using semantic segmentation of electroluminescence images,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation b44c6954-bf94-4ac5-b8f5-225ca23f0fa2 · outbound

This paper cites Automatic detection and analysis of photovoltaic modules in aerial infrared imagery,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Automatic detection and analysis of photovoltaic modules in aerial infrared imagery,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 3754de29-4e73-44b1-8a5f-008796d15daf · outbound

This paper cites A machine learning framework to identify the hotspot in photovoltaic module using infrared thermography,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification A machine learning framework to identify the hotspot in photovoltaic module using infrared thermography,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 0a3034e1-75a1-45ab-acd4-f88e35ddda50 · outbound

This paper cites Photovoltaic defect classification through thermal infrared imaging using a machine learning approach,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Photovoltaic defect classification through thermal infrared imaging using a machine learning approach,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation a5d9f5e6-cb26-41b2-9534-0a0ca96c16fe · outbound

This paper cites Thermal inspection of photovoltaic modules with deep convolutional neural networks on edge devices in auv,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Thermal inspection of photovoltaic modules with deep convolutional neural networks on edge devices in auv,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 6b726d2d-31b3-4988-86c7-a2842281e6f7 · outbound

This paper cites Remote anomaly detection and classification of solar photovoltaic modules based on deep neural network,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Remote anomaly detection and classification of solar photovoltaic modules based on deep neural network,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation cb14e4ca-eb6b-4ad0-bca8-093f30f26f5a · outbound

This paper cites Fault diagnosis of photovoltaic modules using deep neural networks and infrared images under algerian climatic conditions,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Fault diagnosis of photovoltaic modules using deep neural networks and infrared images under algerian climatic conditions,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 13f6f8b7-aadb-4084-8684-4f4cc221034c · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation e618a598-5ff3-40fe-b1c9-7d7899c21864 · outbound

This paper cites Benchmarking Vision Transformers and CNNs for Thermal Photovoltaic Fault Detection with Explainable AI Validation.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Benchmarking Vision Transformers and CNNs for Thermal Photovoltaic Fault Detection with Explainable AI Validation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 198216c4-7a98-4d8a-af61-615724bcbbb7 · outbound

This paper cites GEPFNet: A group equivariant feature extraction with parallel fusion neural network for solar photovoltaic fault classification,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification GEPFNet: A group equivariant feature extraction with parallel fusion neural network for solar photovoltaic fault classification,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 35d73af0-06af-4f6c-8dfb-b63caa911ac7 · outbound

This paper cites Tutorial on Joint Embedding Predictive Architectures (JEPA): Foundations, Applications, and Future Directions,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Tutorial on Joint Embedding Predictive Architectures (JEPA): Foundations, Applications, and Future Directions,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 09c0e479-1520-4f47-8a42-d9c25ff12648 · outbound

This paper cites Stochastic positional embeddings improve masked image modeling.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Stochastic positional embeddings improve masked image modeling

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 1679ecaf-c732-4471-b2cb-90f72563df39 · outbound

This paper cites A-JEPA: Joint-Embedding Predictive Architecture Can Listen.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification A-JEPA: Joint-Embedding Predictive Architecture Can Listen

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 1933688a-7404-4a3d-82d8-b180a5d7fdbd · outbound

This paper cites Self-supervised pre-training with joint- embedding predictive architecture boosts ECG classification performance,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Self-supervised pre-training with joint- embedding predictive architecture boosts ECG classification performance,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 39ee062c-6dee-4c56-8841-080a0eeba76f · outbound

This paper cites Imagenet: A large-scale hierarchical image database,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Imagenet: A large-scale hierarchical image database,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 60733a6c-c01b-45c5-ba9b-2febf62225cf · outbound

This paper cites Efficientnetv2: Smaller models and faster training,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Efficientnetv2: Smaller models and faster training,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation c884bf0c-d0fc-4e72-89c2-ced855b187bf · outbound

This paper cites Efficientnet: Rethinking model scaling for convolutional neural networks,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Efficientnet: Rethinking model scaling for convolutional neural networks,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation c7300924-3f6f-40e5-87ad-4b5870526643 · outbound

This paper cites Squeeze-and-excitation networks,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Squeeze-and-excitation networks,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 5523835e-1868-4600-98a0-fc5628525906 · outbound

This paper cites PVF-10: A high-resolution unmanned aerial vehicle thermal infrared image dataset for fine-grained photovoltaic fault classification,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification PVF-10: A high-resolution unmanned aerial vehicle thermal infrared image dataset for fine-grained photovoltaic fault classification,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 4e951b9b-096a-43fa-98e4-59050c7305ed · outbound

This paper cites Infrared solar module dataset for anomaly detection,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Infrared solar module dataset for anomaly detection,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 7e30b827-71d0-4feb-831e-a892f088daec · outbound

This paper cites Comparing two k-category assignments by a k-category correlation coefficient,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Comparing two k-category assignments by a k-category correlation coefficient,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 472a0882-a5eb-4c66-83f1-4af75aced5f7 · outbound

This paper cites Anomaly detection for PV modules using Multi-modal data fusion in aerial inspections,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification Anomaly detection for PV modules using Multi-modal data fusion in aerial inspections,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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Observation 9e7f9fa3-71a6-4568-a4aa-c9fb9ee20005 · outbound

This paper cites DSeq-JEPA: Discriminative Sequential Joint-Embedding Predictive Architecture,.

Joint-Embedding Predictive Architecture for Solar PV Panel Fault Classification DSeq-JEPA: Discriminative Sequential Joint-Embedding Predictive Architecture,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-13T04:43:09.543909Z

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