Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T15:38:57.803958Z
Paper Citation Record · LEDGER
Universal Transforming Geometric Network
As of 16 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:1908.00723.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
21 of 21 outbound references displayed
- verified exact0
- verified fuzzy12
- unresolved9
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 1ea4586d-16c2-4728-bc03-b523d935af98 · outbound
This paper cites an unresolved cited work.
Universal Transforming Geometric Network Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T15:38:58.160998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fe853d07-f15a-4003-8262-ef0d682001b1 · outbound
This paper cites End-to-end differentiable learning of protein structure.
Universal Transforming Geometric Network End-to-end differentiable learning of protein structure
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:38:58.144984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fe08036a-1893-4165-8d8a-733f12c3790c · outbound
This paper cites Proteinnet: a standardized data set for machine learning of protein structure.
Universal Transforming Geometric Network Proteinnet: a standardized data set for machine learning of protein structure
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:38:58.128940Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 954df10f-7f46-4256-82a4-9f8f71c705fa · outbound
This paper cites Layer Normalization.
Universal Transforming Geometric Network Layer Normalization
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T15:38:57.710970Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc8afa95-66b5-41ee-a022-1261027c5c58 · outbound
This paper cites Xception: Deep learning with depthwise separable convolutions.
Universal Transforming Geometric Network Xception: Deep learning with depthwise separable convolutions
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:38:58.113156Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c9e518b9-8fc3-490b-86a2-2fabdc9cd9dc · outbound
This paper cites Universal Transformers.
Universal Transforming Geometric Network Universal Transformers
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T15:38:57.723140Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13be4e8d-c843-4acd-983f-02e2493f4a54 · outbound
This paper cites Adaptive Computation Time for Recurrent Neural Networks.
Universal Transforming Geometric Network Adaptive Computation Time for Recurrent Neural Networks
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T15:38:57.729670Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2951af9d-2619-42ab-a8ec-609ad7154464 · outbound
This paper cites Adam: A Method for Stochastic Optimization.
Universal Transforming Geometric Network Adam: A Method for Stochastic Optimization
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T15:38:57.735394Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9a08de7-71c5-4855-8e4b-ae8de0427ac1 · outbound
This paper cites an unresolved cited work.
Universal Transforming Geometric Network Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T15:38:58.097417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0b56fbf9-69d4-41f6-ad37-a64bf44ca5dd · outbound
This paper cites Ab initio molecular dynamics: basic theory and advanced methods.
Universal Transforming Geometric Network Ab initio molecular dynamics: basic theory and advanced methods
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:38:58.080386Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fc6f8ffb-3377-4995-af0b-54566104fce6 · outbound
This paper cites Judson, and Krzysztof Fidelis.
Universal Transforming Geometric Network Judson, and Krzysztof Fidelis
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:38:58.064185Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 77253116-417d-4169-87a5-334e2252cdba · outbound
This paper cites On the difficulty of training Recurrent Neural Networks.
Universal Transforming Geometric Network On the difficulty of training Recurrent Neural Networks
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T15:38:57.756890Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f248bdd-2c14-4f60-b3c2-ef592682adef · outbound
This paper cites Potter, Aurelien Luciani, Sean R.
Universal Transforming Geometric Network Potter, Aurelien Luciani, Sean R
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:38:58.048716Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bd86e349-9ca9-4a0c-baa0-f31a4c5d544f · outbound
This paper cites Self-attention with relative position representations.
Universal Transforming Geometric Network Self-attention with relative position representations
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:38:58.031858Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ad563db9-8518-4e2c-b307-d83b261a5dd0 · outbound
This paper cites Hinton, Alex Krizhevsky, Ilya Sutskever, and Ruslan Salakhutdinov.
Universal Transforming Geometric Network Hinton, Alex Krizhevsky, Ilya Sutskever, and Ruslan Salakhutdinov
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:38:58.016143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bfda962c-6e14-4e99-a578-2d10bc5a8275 · outbound
This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.
Universal Transforming Geometric Network Gomez, Lukasz Kaiser, and Illia Polosukhin
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T15:38:57.778366Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b232e658-53ce-449a-b671-72bc6c3f55bb · outbound
This paper cites Accurate de novo prediction of protein contact map by ultra-deep learning model.
Universal Transforming Geometric Network Accurate de novo prediction of protein contact map by ultra-deep learning model
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:38:57.990500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1c5b09f7-dd9f-47f9-a33d-a61677a730a5 · outbound
This paper cites How significant is a protein structure similarity with tm-score = 0.5? Bioinformatics, 26 7: 0 889--95, 2010.
Universal Transforming Geometric Network How significant is a protein structure similarity with tm-score = 0.5? Bioinformatics, 26 7: 0 889--95, 2010
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:38:57.974680Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 54bbfcc8-2385-47d7-bf7f-bbe9231198da · outbound
This paper cites The i-tasser suite: protein structure and function prediction.
Universal Transforming Geometric Network The i-tasser suite: protein structure and function prediction
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:38:57.959081Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6718ea37-dfdf-4cf2-bb26-9217a2bbdfd5 · outbound
This paper cites Scoring function for automated assessment of protein structure template quality.
Universal Transforming Geometric Network Scoring function for automated assessment of protein structure template quality
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T15:38:57.942789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 815fd1ea-65b9-40c3-a60d-da4487c634d0 · outbound
This paper cites write newline.
Universal Transforming Geometric Network write newline
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T15:38:57.803958Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.