Quotient Complex Transformer (QCformer) for Perovskite Data Analysis | Paper Citation Record

Observation 699183e6-312b-4a76-a2e8-6513b311fcf6 · outbound

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 1

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This paper cites We have the inclusion map𝑖 : 𝐴→𝑆, and we denote the adjunction spaceK∪ 𝑖𝑆 by eK.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis We have the inclusion map𝑖 : 𝐴→𝑆, and we denote the adjunction spaceK∪ 𝑖𝑆 by eK

Reference 2

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Observation bf541a2b-f903-4940-ab4c-60ece2e72b78 · outbound

This paper cites Pilania, C.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Pilania, C

Reference 3

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This paper cites Science, T.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Science, T

Reference 4

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Observation f467b89c-afab-4981-82d4-8b6752e11a1d · outbound

This paper cites Jain, et al., The materials project: A materials genome approach to accelerating materials innovation, APL Mater.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Jain, et al., The materials project: A materials genome approach to accelerating materials innovation, APL Mater

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:49.004256Z

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Observation 765e1b55-76e8-43ed-8900-63b0fb610384 · outbound

This paper cites Choudhary, et al.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Choudhary, et al

Reference 6

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This paper cites Himanen, et al., DScribe: Library of descriptors for machine learning in materials science.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Himanen, et al., DScribe: Library of descriptors for machine learning in materials science

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:48.973875Z

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:48.897828Z

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Observation 5a297739-3a8c-4565-916a-b0df81ea08c2 · outbound

This paper cites Unified Representation of Molecules and Crystals for Machine Learning.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unified Representation of Molecules and Crystals for Machine Learning

Reference 9

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 10

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This paper cites Behler, Atom-centered symmetry functions for constructing high-dimensional neural network potentials.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Behler, Atom-centered symmetry functions for constructing high-dimensional neural network potentials

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:48.806249Z

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:48.793005Z

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 13

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This paper cites Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges

Reference 14

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This paper cites Masci, D.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Masci, D

Reference 15

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This paper cites Schmidt, et al., Predicting the thermodynamic stability of solids combining density functional theory and machine learning.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Schmidt, et al., Predicting the thermodynamic stability of solids combining density functional theory and machine learning

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:48.714519Z

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:48.577267Z

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Observation 18c4a3ef-38ea-45c1-81a2-c3c8de3f1d82 · outbound

This paper cites Choudhary, B.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Choudhary, B

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:48.524817Z

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Observation 914e0e41-ce04-418b-be3d-6f4921ea91f7 · outbound

This paper cites Batzner, et al.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Batzner, et al

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:48.513769Z

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 20

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:48.492183Z

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This paper cites Louis, et al., Graph convolutional neural networks with global attention for improved materials property prediction.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Louis, et al., Graph convolutional neural networks with global attention for improved materials property prediction

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:48.480648Z

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This paper cites Schmidt, L.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Schmidt, L

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:48.387260Z

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:48.315843Z

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:48.303680Z

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 26

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Observation e3270b24-9527-428a-af8f-210802a80a21 · outbound

This paper cites Complete and Efficient Graph Transformers for Crystal Material Property Prediction.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Complete and Efficient Graph Transformers for Crystal Material Property Prediction

Reference 27

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:48.282018Z

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Observation ea09d7b1-7067-4adb-8ed8-83a1d36fde23 · outbound

This paper cites Deng, et al., CHGNet as a pretrained universal neural network potential for charge-informed atomistic modelling.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Deng, et al., CHGNet as a pretrained universal neural network potential for charge-informed atomistic modelling

Reference 29

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This paper cites Fine-Tuned Language Models Generate Stable Inorganic Materials as Text.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Fine-Tuned Language Models Generate Stable Inorganic Materials as Text

Reference 30

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:48.263348Z

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 32

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:48.245042Z

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This paper cites A Hitchhiker's Guide to Geometric GNNs for 3D Atomic Systems.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis A Hitchhiker's Guide to Geometric GNNs for 3D Atomic Systems

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T21:43:45.892026Z

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Observation d2b3d776-3425-4d84-b2ea-e2ccc89f0118 · outbound

This paper cites Fuchs, D.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Fuchs, D

Reference 35

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Observation 85f17eec-17e1-4f4f-8962-4fa11fb95fd0 · outbound

This paper cites Keriven, G.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Keriven, G

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:48.134162Z

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Observation c0b2ea19-beb8-44e9-a41e-f6b70f0a36ca · outbound

This paper cites Wells, The geometrical basis of crystal chemistry.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Wells, The geometrical basis of crystal chemistry

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:48.072534Z

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 38

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Observation d5256da6-1d3f-417a-87a3-73ab541f7a29 · outbound

This paper cites Iwamoto, Inclusion Compounds, ed.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Iwamoto, Inclusion Compounds, ed

Reference 39

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Observation c25f6053-270a-46fe-a1f7-22ad7f9092bb · outbound

This paper cites Iwamoto, S.-i.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Iwamoto, S.-i

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:48.025314Z

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Observation 0959c02a-b57a-47d8-b0b6-39456d1b7c21 · outbound

This paper cites Furukawa, J.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Furukawa, J

Reference 41

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This paper cites O’Keeffe, O.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis O’Keeffe, O

Reference 42

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Observation 8aa62e18-3c3e-44a0-8940-f8bf28a41ded · outbound

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 43

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Observation 77e3c3d2-5f9c-4c95-97ab-1dacb5f15a7d · outbound

This paper cites Delgado-Friedrichs, M.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Delgado-Friedrichs, M

Reference 44

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This paper cites O’Keeffe, M.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis O’Keeffe, M

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:47.964744Z

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Observation a7cc0124-151d-4d85-af54-e01f3b309cbd · outbound

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 46

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Observation f5f6282a-36e0-4f74-9044-f60145f4ea7b · outbound

This paper cites Bader, W.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Bader, W

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:47.890461Z

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Observation ef84e133-b13a-4807-9c47-1bb85c5424a4 · outbound

This paper cites Eon, Geometrical relationships between nets mapped on isomorphic quotient graphs: examples.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Eon, Geometrical relationships between nets mapped on isomorphic quotient graphs: examples

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:47.775683Z

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Observation 08c9b163-62ab-47f6-9e37-b7c927e72c8c · outbound

This paper cites Klee, Crystallographic nets and their quotient graphs.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Klee, Crystallographic nets and their quotient graphs

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:47.764357Z

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Observation 90645b6f-7c2c-43fd-af9e-4ca64a28e410 · outbound

This paper cites Sunada, Topological crystallography: with a view towards discrete geometric analysis, vol.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Sunada, Topological crystallography: with a view towards discrete geometric analysis, vol

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:47.753364Z

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Observation eb733872-125f-4f27-af73-94fe860fcfe4 · outbound

This paper cites Sunada, Lecture on topological crystallography.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Sunada, Lecture on topological crystallography

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:47.741921Z

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Observation 4f9f446d-30f5-4516-bc32-f919bd140823 · outbound

This paper cites Eon, Topological features in crystal structures: a quotient graph assisted analysis of underlying nets and their embeddings.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Eon, Topological features in crystal structures: a quotient graph assisted analysis of underlying nets and their embeddings

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:47.730699Z

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Observation e07883f4-3d40-490d-9c27-4ea83698b70f · outbound

This paper cites Eon, From symmetry-labeled quotient graphs of crystal nets to coordination sequences: Algebraic tools for a combinatorial analysis of crystal structures.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Eon, From symmetry-labeled quotient graphs of crystal nets to coordination sequences: Algebraic tools for a combinatorial analysis of crystal structures

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:47.719257Z

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Observation a1f63b61-989a-4f4d-a2d7-c29e61f4ffed · outbound

This paper cites Architectures of Topological Deep Learning: A Survey of Message-Passing Topological Neural Networks.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Architectures of Topological Deep Learning: A Survey of Message-Passing Topological Neural Networks

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T21:43:46.235305Z

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Observation 8855d16e-a3c2-48d2-a404-b531be0ad934 · outbound

This paper cites Simplicial Neural Networks.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Simplicial Neural Networks

Reference 56

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Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:47.707893Z

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This paper cites Cell Complex Neural Networks.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Cell Complex Neural Networks

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T21:43:46.254833Z

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This paper cites Bodnar, et al., Weisfeiler and lehman go topological: Message passing simplicial networks, in International Conference on Machine Learning (PMLR) (2021), pp.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Bodnar, et al., Weisfeiler and lehman go topological: Message passing simplicial networks, in International Conference on Machine Learning (PMLR) (2021), pp

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:47.695991Z

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This paper cites an unresolved cited work.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:47.684328Z

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This paper cites Simplicial Attention Networks.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Simplicial Attention Networks

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-15T21:43:46.269018Z

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Observation b9936c17-95fb-4178-bc60-0c06c7e9e383 · outbound

This paper cites SGAT: Simplicial Graph Attention Network.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis SGAT: Simplicial Graph Attention Network

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-15T21:43:46.369236Z

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Topological Deep Learning: Going Beyond Graph Data

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-15T21:43:46.450354Z

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This paper cites Momma, F.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Momma, F

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:47.486699Z

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This paper cites Jain, et al., Commentary: The Materials Project: A materials genome approach to acceler- ating materials innovation.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Jain, et al., Commentary: The Materials Project: A materials genome approach to acceler- ating materials innovation

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:47.444439Z

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This paper cites Choudhary, B.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Choudhary, B

Reference 66

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Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:47.431001Z

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:47.416246Z

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 69

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:47.389238Z

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 71

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:47.267717Z

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This paper cites L¨ utgehetmann, D.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis L¨ utgehetmann, D

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:47.173661Z

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:47.161850Z

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This paper cites Brown, Topology and Groupoids(www.groupoids.org) (2006), https://books.google.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Brown, Topology and Groupoids(www.groupoids.org) (2006), https://books.google

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:47.088643Z

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Observation f2ad767f-6b41-4d6a-bfb1-f2ebfff783b2 · outbound

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:43:46.929641Z

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Observation 64b9ec91-0dfd-4ef5-bcc9-501e048861e0 · outbound

This paper cites Paszke, et al., Pytorch: An imperative style, high-performance deep learning library.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Paszke, et al., Pytorch: An imperative style, high-performance deep learning library

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:43:46.867519Z

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Observation f7b82f7d-b67c-4271-873a-95f9207d340b · outbound

This paper cites Fast Graph Representation Learning with PyTorch Geometric.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Fast Graph Representation Learning with PyTorch Geometric

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-15T21:43:46.641448Z

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Observation 24158d6c-2a1a-45dc-b5cf-ea38394d1f0c · outbound

This paper cites Decoupled Weight Decay Regularization.

Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Decoupled Weight Decay Regularization

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-15T21:43:46.646537Z

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Quotient Complex Transformer (QCformer) for Perovskite Data Analysis Unresolved cited work

Reference 80

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Pith citing papers