Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:21:49.079768Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2507.06271.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:21:49.079768Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
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Virtual Laboratories: Domain-agnostic workflows for research Impact of a virtual chemistry lab in chemistry teaching on scientific practices and digital compe- tence for pre-service science teachers
Reference 1
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Reference 2
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Virtual Laboratories: Domain-agnostic workflows for research Impact of remote experimenta- tion, interactivity and platform effectiveness on lab- oratory learning outcomes
Reference 3
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Virtual Laboratories: Domain-agnostic workflows for research LitLLM: A Toolkit for Scientific Literature Review
Reference 4
Source-reported events for the cited work
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Reference 5
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Virtual Laboratories: Domain-agnostic workflows for research Reinvent 2.0: an ai tool for de novo drug design
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Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research The role of experimentation in artificial intelligence
Reference 9
Source-reported events for the cited work
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Observation 1cfefe32-a942-412e-948e-59418fbb00ff · outbound
Virtual Laboratories: Domain-agnostic workflows for research LangChain, 2022
Reference 10
Source-reported events for the cited work
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Observation dba97e23-809a-4cef-af2a-62a16f901cc4 · outbound
Virtual Laboratories: Domain-agnostic workflows for research What are the benefits of a virtual laboratory for student learning? In HERDSA Annual Interna- tional conference, Melbourne, pages 12–15
Reference 11
Source-reported events for the cited work
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Observation b91c34f0-8a71-4e4f-b3a3-415feb63e0cd · outbound
Virtual Laboratories: Domain-agnostic workflows for research Pybullet, a python module for physics simulation for games, robotics and machine learning
Reference 12
Source-reported events for the cited work
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Observation afd57f45-0c38-4a3a-8732-caec952b9640 · outbound
Virtual Laboratories: Domain-agnostic workflows for research Nextflow enables reproducible compu- tational workflows
Reference 13
Source-reported events for the cited work
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Observation 92f82e36-49ba-4624-8fe4-cab6d904b921 · outbound
Virtual Laboratories: Domain-agnostic workflows for research Lab-on-a-chip: microfluidics in drug discovery.Nature Reviews Drug Discovery, 5(3):210–218, 2006
Reference 14
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Observation 5d8d5a3d-1839-4376-9e91-75e8e468703c · outbound
Virtual Laboratories: Domain-agnostic workflows for research Do people engage cognitively with ai? impact of ai assistance on incidental learning
Reference 15
Source-reported events for the cited work
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Observation b86ac1e9-911a-4c35-850a-6a692159ab52 · outbound
Virtual Laboratories: Domain-agnostic workflows for research Virtual reality laboratories: a review of experiences
Reference 16
Source-reported events for the cited work
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Observation 4b54ae13-66f2-4dcd-9e89-185a63ffa2d5 · outbound
Virtual Laboratories: Domain-agnostic workflows for research Knowledge-integrated machine learn- ing for materials: lessons from gameplaying and robotics
Reference 17
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Applications of natural language processing and large language mod- els in materials discovery
Reference 18
Source-reported events for the cited work
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Observation e51f42b1-ea93-4a53-969f-447554628af5 · outbound
Virtual Laboratories: Domain-agnostic workflows for research Bayesian optimi- sation for efficient material discovery: a mini review
Reference 19
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research The malmo platform for arti- ficial intelligence experimentation
Reference 20
Source-reported events for the cited work
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Observation 21155c6f-2847-4dac-87cc-6725420717f7 · outbound
Virtual Laboratories: Domain-agnostic workflows for research Highly accurate protein structure prediction with alphafold
Reference 21
Source-reported events for the cited work
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Observation d7c2a107-2ea2-425a-86dd-13f2d90b34e7 · outbound
Virtual Laboratories: Domain-agnostic workflows for research Labber Instrument Control and Lab Automation Software, 2024
Reference 22
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Functional genomic hypothesis generation and ex- perimentation by a robot scientist
Reference 23
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Virtual laboratories: Transforming research with ai
Reference 24
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Combining laboratory experiments with digital tools to do scientific inquiry
Reference 25
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Challenges in high-throughput inorganic ma- terials prediction and autonomous synthesis
Reference 26
Source-reported events for the cited work
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Observation ba5be147-3cc6-4cae-8e2a-eef98fe59465 · outbound
Virtual Laboratories: Domain-agnostic workflows for research Scilitllm: How to adapt llms for scientific literature understanding, 2025
Reference 27
Source-reported events for the cited work
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Observation 9a202df7-ed60-401d-bde4-bd91768583b9 · outbound
Virtual Laboratories: Domain-agnostic workflows for research LlamaIndex, 11 2022
Reference 28
Source-reported events for the cited work
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Observation 5ae15bcd-62e2-41d1-9b02-f0989f54083c · outbound
Virtual Laboratories: Domain-agnostic workflows for research Reinvent 4: Modern ai–driven generative molecule design
Reference 29
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Data-efficient co-adaptation of morphol- ogy and behaviour with deep reinforcement learn- ing
Reference 30
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research What is missing in autonomous discovery: open challenges for the com- munity
Reference 31
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Online laboratories and virtual experimentation in higher education from a sociotechnical-pedagogical design perspective
Reference 32
Source-reported events for the cited work
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Reference 33
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Semantic Kernel: Model-agnostic SDK for AI agents and multi-agent systems
Reference 34
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Sustainable data analysis with snakemake
Reference 35
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Boss: Bayesian optimization over string spaces
Reference 36
Source-reported events for the cited work
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Observation cd7b4840-4e50-45e2-8ab7-7bf97bc5111a · outbound
Virtual Laboratories: Domain-agnostic workflows for research Molecular de-novo design through deep reinforcement learning
Reference 37
Source-reported events for the cited work
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Observation 6b9a2464-185b-4710-8938-4650b1ebeb8c · outbound
Virtual Laboratories: Domain-agnostic workflows for research Deep generative models in de novo drug molecule generation
Reference 38
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Phet: Interactive simulations for teaching and learning physics
Reference 39
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Evaluating chatgpt as an adjunct for radiologic decision-making
Reference 40
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Workflow data patterns: Identification, representation and tool sup- port
Reference 41
Source-reported events for the cited work
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Observation b5a3fa7a-e45e-4668-b663-8f22da73ce0c · outbound
Virtual Laboratories: Domain-agnostic workflows for research Parkin, Chris A
Reference 42
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research The effect of virtual laboratories on im- proving students’ srl: an umbrella systematic review
Reference 43
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Agent laboratory: Using llm agents as research assistants, 2025
Reference 44
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Ibm rxn for chemistry: Unveiling the grammar of the organic chemistry lan- guage, 2021
Reference 45
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research A virtual ma- chine environment for real time systems laboratories
Reference 46
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research AutoGPT, 2023
Reference 47
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Large language models encode clinical knowledge
Reference 48
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Computational meth- ods in drug discovery
Reference 49
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Towards robot scientists for au- tonomous scientific discovery
Reference 50
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Autonomous exper- imentation systems for materials development: A community perspective
Reference 51
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Labster Virtual Lab Experiments: Basic Biology
Reference 52
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research Organic synthesis in a modular robotic system driven by a chemical pro- gramming language
Reference 53
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research A data fusion approach to optimize compositional stability of halide perovskites
Reference 54
Source-reported events for the cited work
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Reference 55
Source-reported events for the cited work
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Observation ca7d4176-d66d-4cff-9379-818b06fcd8a7 · outbound
Virtual Laboratories: Domain-agnostic workflows for research Bulaong, John E
Reference 56
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research An autonomous labo- ratory for the accelerated synthesis of novel materi- als
Reference 57
Source-reported events for the cited work
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Observation 6d29d613-4fe7-4e79-922e-9e23e261c0c8 · outbound
Virtual Laboratories: Domain-agnostic workflows for research A survey of generative ai for de novo drug design: new frontiers in molecule and protein generation
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
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Virtual Laboratories: Domain-agnostic workflows for research Genesis: Towards the Automation of Systems Biology Research
Reference 59
Source-reported events for the cited work
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Observation b9ad6759-53ee-43d1-9ca5-b3ea12b86687 · outbound
Virtual Laboratories: Domain-agnostic workflows for research Ai feyn- man: A physics-inspired method for symbolic regres- sion
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 28338861-7e3a-42f2-80be-424d44cb1689 · outbound
Virtual Laboratories: Domain-agnostic workflows for research Scientific discovery in the age of ar- tificial intelligence
Reference 61
Source-reported events for the cited work
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Observation 6d09e947-d898-4bcb-b0f1-9509cd4a11e2 · outbound
Virtual Laboratories: Domain-agnostic workflows for research Inverse design of materials by machine learning
Reference 62
Source-reported events for the cited work
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Observation 3fad335f-8faf-4ece-9b9a-bc4cceb3740f · outbound
Virtual Laboratories: Domain-agnostic workflows for research Recent advances in bayesian op- timization
Reference 63
Source-reported events for the cited work
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Observation 59fa0348-9b7b-4afd-a8a9-1e3e801cc23a · outbound
Virtual Laboratories: Domain-agnostic workflows for research Cheaper faster drug development validated by the reposition- ing of drugs against neglected tropical diseases.Jour- nal of the Royal society Interface, 12(104):20141289, 2015
Reference 64
Source-reported events for the cited work
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Virtual Laboratories: Domain-agnostic workflows for research The chem- collective—virtual labs for introductory chemistry courses
Reference 65
Source-reported events for the cited work
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No inbound Pith citation observations are available.