Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI | Paper Citation Record

Observation 80021f57-6f94-4ccd-a9a1-60e366fb0a5d · outbound

This paper cites The rise of self-driving labs in chemical and materials sciences.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI The rise of self-driving labs in chemical and materials sciences

Reference 1

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Observation 7a2cc1e9-3a37-4e4f-b685-ba662d99d95d · outbound

This paper cites Accurate structure prediction of biomolecular interactions with alphafold 3.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Accurate structure prediction of biomolecular interactions with alphafold 3

Reference 2

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Observation 99f6eeae-e2e7-4ff2-9993-0df46417292b · outbound

This paper cites Learning to learn by gradient descent by gradient descent.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Learning to learn by gradient descent by gradient descent

Reference 3

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Observation 09bac440-d97b-461b-9775-a9bf816763ab · outbound

This paper cites A design-build-test-learn tool for synthetic biology.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI A design-build-test-learn tool for synthetic biology

Reference 4

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Observation d59e89cc-d46f-410a-a0d4-0ec56d940c89 · outbound

This paper cites ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Reference 5

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Observation 9c736117-d820-4414-a63c-044f4c30c83f · outbound

This paper cites Possible high t c superconductivity in the ba- la- cu- o system.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Possible high t c superconductivity in the ba- la- cu- o system

Reference 6

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Observation a1fc38bb-16e7-4ee7-9e94-45a8c056856a · outbound

This paper cites SciBERT: A Pretrained Language Model for Scientific Text.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI SciBERT: A Pretrained Language Model for Scientific Text

Reference 7

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Observation c6014edc-989f-4c0b-8c87-0d1a44be4cd7 · outbound

This paper cites $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control

Reference 8

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Observation 9255fad0-1c89-4231-9f4a-3454f24e0416 · outbound

This paper cites Benchmarking the sim-to-real gap in cloth manipulation.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Benchmarking the sim-to-real gap in cloth manipulation

Reference 9

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Observation 6b3aa6f0-1fe8-4748-9aa8-b9df43a64a8a · outbound

This paper cites ChemCrow: Augmenting large-language models with chemistry tools.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI ChemCrow: Augmenting large-language models with chemistry tools

Reference 10

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Observation c7740b03-e6e8-4ae1-bfb9-6431a6b45ec5 · outbound

This paper cites AgiBot World Colosseo: A Large-scale Manipulation Platform for Scalable and Intelligent Embodied Systems.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI AgiBot World Colosseo: A Large-scale Manipulation Platform for Scalable and Intelligent Embodied Systems

Reference 11

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Observation d556704c-9b4f-41ca-b059-ac0abc92d21f · outbound

This paper cites Data- centric architecture for self-driving laboratories with autonomous discovery of new nanomate- rials.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Data- centric architecture for self-driving laboratories with autonomous discovery of new nanomate- rials

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:34.067960Z

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Observation 8edac565-3892-4dfe-8c8d-7936e8a4c9f0 · outbound

This paper cites Diffusion policy: Visuomotor policy learning via action diffusion.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Diffusion policy: Visuomotor policy learning via action diffusion

Reference 13

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Observation b210faa4-984f-4be9-b0a6-abc401562f44 · outbound

This paper cites Diffusion policy: Visuomotor policy learning via action diffusion.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Diffusion policy: Visuomotor policy learning via action diffusion

Reference 14

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Observation cf34f63c-9dc1-467e-a696-1e83d39d7205 · outbound

This paper cites Autonomous discovery in the chemical sciences part i: Progress.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Autonomous discovery in the chemical sciences part i: Progress

Reference 15

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Observation 6dbdafba-46a6-4987-a1d4-bf00415f7691 · outbound

This paper cites A robotic platform for flow synthesis of organic compounds informed by ai planning.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI A robotic platform for flow synthesis of organic compounds informed by ai planning

Reference 16

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Observation 91705bd9-81d7-4de4-989f-b904a49402d4 · outbound

This paper cites Closed-loop cycles of experiment design, execution, and learning accelerate systems biology model development in yeast.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Closed-loop cycles of experiment design, execution, and learning accelerate systems biology model development in yeast

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:34.912249Z

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Observation 9f5a6d06-355c-4bea-8c49-90afe2b60c03 · outbound

This paper cites Prediction of peptide mass spectral libraries with machine learning.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Prediction of peptide mass spectral libraries with machine learning

Reference 18

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Observation 87fed509-1036-46f6-8a5c-9cdeb1639fba · outbound

This paper cites The advancement of artificial intelligence in biomed- ical research and health innovation: challenges and opportunities in emerging economies.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI The advancement of artificial intelligence in biomed- ical research and health innovation: challenges and opportunities in emerging economies

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:35.222641Z

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Observation 67570b84-8fee-406b-bb48-4db7d15924d8 · outbound

This paper cites Autonomous discovery of battery electrolytes with robotic experimentation and machine learning.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Autonomous discovery of battery electrolytes with robotic experimentation and machine learning

Reference 20

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Observation b1b6a514-c047-4d4e-b8e5-457bd8014770 · outbound

This paper cites Towards automated design of corrosion resistant alloy coatings with an autonomous scanning droplet cell.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Towards automated design of corrosion resistant alloy coatings with an autonomous scanning droplet cell

Reference 21

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Observation 87554090-184d-4713-a6b7-aeb7ff8a735c · outbound

This paper cites Research acceleration in self-driving labs: Technological roadmap toward accelerated materials and molecular discovery.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Research acceleration in self-driving labs: Technological roadmap toward accelerated materials and molecular discovery

Reference 22

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Observation a3ed27a1-1f5c-47cb-a5b4-89c22bb59567 · outbound

This paper cites Machine learning methods for small data challenges in molecular science.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Machine learning methods for small data challenges in molecular science

Reference 23

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Observation 1714e9de-f5fd-4a65-b2c6-1d60a80d2914 · outbound

This paper cites The lab of the future: Self-driving labs for molecule discovery.GEN Biotechnology, 3(2):83–86, 2024.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI The lab of the future: Self-driving labs for molecule discovery.GEN Biotechnology, 3(2):83–86, 2024

Reference 24

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Observation 851ebc2f-1b0f-4a05-81e6-9efce6ca7bdb · outbound

This paper cites Exploring the integration of chatgpt in education: adapting for the future.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Exploring the integration of chatgpt in education: adapting for the future

Reference 25

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Observation 1fb86286-5790-4b8c-bb2f-ed409fe743ea · outbound

This paper cites Toward machine learning-enhanced high-throughput experimentation.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Toward machine learning-enhanced high-throughput experimentation

Reference 26

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Observation dfe3b9e9-87d3-4223-98a3-64a0d1b193ee · outbound

This paper cites A Critical Evaluation of a Self-Driving Laboratory for the Optimization of Electrodeposited Earth-Abundant Mixed-Metal Oxide Catalysts for the Oxygen Evolution Reaction (OER).

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI A Critical Evaluation of a Self-Driving Laboratory for the Optimization of Electrodeposited Earth-Abundant Mixed-Metal Oxide Catalysts for the Oxygen Evolution Reaction (OER)

Reference 27

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Observation b322c838-f043-47e2-b1d8-8b1ca39150fe · outbound

This paper cites Scalable meta-learning for bayesian optimization.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Scalable meta-learning for bayesian optimization

Reference 28

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Observation 7f93bec9-0415-4fe0-a9b0-f68398a6558c · outbound

This paper cites Model-agnostic meta-learning for fast adaptation of deep networks.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Model-agnostic meta-learning for fast adaptation of deep networks

Reference 29

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Observation 84515ffc-22f3-439b-9a93-eb65f1d116b2 · outbound

This paper cites Materials acceleration platforms: On the way to autonomous experimentation.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Materials acceleration platforms: On the way to autonomous experimentation

Reference 30

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Observation 94f82686-36f5-434d-8ded-7dde2f2b1fb7 · outbound

This paper cites Empowering biomedical discovery with ai agents.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Empowering biomedical discovery with ai agents

Reference 31

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Observation 0d004f08-132b-458d-b568-79f4c2db3081 · outbound

This paper cites Bayesian Optimization with Unknown Constraints.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Bayesian Optimization with Unknown Constraints

Reference 32

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Observation 7743070f-7324-4525-8a8e-bd5887bccbbe · outbound

This paper cites The roles of science in technological innovation.Research policy, 3(3):220–242, 1974.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI The roles of science in technological innovation.Research policy, 3(3):220–242, 1974

Reference 33

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Observation 339ebbfb-54dd-42c6-a0cd-bd4d67d5bcca · outbound

This paper cites A bayesian experimental autonomous researcher for mechanical design.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI A bayesian experimental autonomous researcher for mechanical design

Reference 34

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Observation ecd27a28-6a1e-4231-bc28-adfa7d27402c · outbound

This paper cites An open-source drug discovery platform enables ultra-large virtual screens.Nature, 580(7805):663–668, 2020.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI An open-source drug discovery platform enables ultra-large virtual screens.Nature, 580(7805):663–668, 2020

Reference 35

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Observation c3eed788-4d12-46f9-a8eb-4b6cb1b0e05c · outbound

This paper cites Towards an AI co-scientist.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Towards an AI co-scientist

Reference 36

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Observation b7b66a51-99d3-4cab-bfb3-fddcc5ddef7e · outbound

This paper cites Controlling an organic synthesis robot with machine learning to search for new reactivity.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Controlling an organic synthesis robot with machine learning to search for new reactivity

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:38.407536Z

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Observation c2546380-1358-481f-b3e2-e66fe999fbfd · outbound

This paper cites Matscibert: A materials domain language model for text mining and information extraction.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Matscibert: A materials domain language model for text mining and information extraction

Reference 38

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Observation f7139ab7-7c53-40cc-a1da-f6a388c5adef · outbound

This paper cites Automating the design-build-test-learn cycle towards next-generation bacterial cell factories.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Automating the design-build-test-learn cycle towards next-generation bacterial cell factories

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:38.668738Z

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Observation f51e4a56-b01c-41fd-8810-4f30ae973bfe · outbound

This paper cites Digitising chemical synthesis in automated and robotic flow.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Digitising chemical synthesis in automated and robotic flow

Reference 40

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Observation eb2b78f2-cdd8-4207-b783-c2969b7340c1 · outbound

This paper cites Self- driving laboratories: A paradigm shift in nanomedicine development.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Self- driving laboratories: A paradigm shift in nanomedicine development

Reference 41

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Observation 33c61412-135f-4dd5-b6a3-789d370173f5 · outbound

This paper cites Atlas: a brain for self-driving laboratories.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Atlas: a brain for self-driving laboratories

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:39.082980Z

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Observation 45f53536-8644-4481-a60c-87d05c97723f · outbound

This paper cites Sim2real in robotics and automation: Applications and challenges.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Sim2real in robotics and automation: Applications and challenges

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:39.238362Z

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Observation 7ea63903-3376-48a1-8d01-953684fa43ae · outbound

This paper cites Parameter-efficient transfer learning for nlp.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Parameter-efficient transfer learning for nlp

Reference 44

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Observation 4337f1fc-8fdc-44dd-a4e0-5a6b3c7ebb4d · outbound

This paper cites Dp4-ai automated nmr data analysis: straight from spectrometer to structure.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Dp4-ai automated nmr data analysis: straight from spectrometer to structure

Reference 45

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Observation 6b719dc2-8001-4e45-ac3d-4d99b70c31a8 · outbound

This paper cites Lora: Low-rank adaptation of large language models.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Lora: Low-rank adaptation of large language models

Reference 46

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Observation a03cdc94-46f1-4562-8a88-340177f46f23 · outbound

This paper cites Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis

Reference 47

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Observation 4216f8a8-7ae2-47b9-883a-eae2ea2898dd · outbound

This paper cites Position Paper: Agent AI Towards a Holistic Intelligence.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Position Paper: Agent AI Towards a Holistic Intelligence

Reference 48

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Observation b0f3c454-3b16-4d92-82a7-ad70afac25ce · outbound

This paper cites Analyzing the role of chatgpt as a writing assistant at higher education level: A systematic review of the literature.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Analyzing the role of chatgpt as a writing assistant at higher education level: A systematic review of the literature

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:59.510996Z

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Observation 03ba77d5-9a4f-463a-9dda-bb7e84105e06 · outbound

This paper cites Illumi- nating protein space with a programmable generative model.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Illumi- nating protein space with a programmable generative model

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:59.312179Z

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Observation 34b6f358-5271-4b25-a1e3-27552bab2bc9 · outbound

This paper cites Perceiver: General perception with iterative attention.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Perceiver: General perception with iterative attention

Reference 51

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Observation 28f2d348-3f35-466e-b2cb-f1557ab464fe · outbound

This paper cites Ai in small-molecule drug discovery: a coming wave.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Ai in small-molecule drug discovery: a coming wave

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:59.103982Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c65166cf-116b-4955-93e9-39641c71e955 · outbound

This paper cites Highly accurate protein structure prediction with alphafold.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Highly accurate protein structure prediction with alphafold

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:40.265882Z

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Observation b9540947-135e-4952-abde-44ed9648d091 · outbound

This paper cites Gen2sim: Scaling up robot learning in simulation with generative models.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Gen2sim: Scaling up robot learning in simulation with generative models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:40.370251Z

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Observation 21aa0613-fe59-416a-81a0-34cc8f4abb22 · outbound

This paper cites DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:40.474939Z

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Observation bd37aae5-67d7-43f8-8fee-737cb856d132 · outbound

This paper cites Machine learning- guided protein engineering.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Machine learning- guided protein engineering

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:58.865312Z

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Observation 51f99376-c0f2-46fe-8371-e0573af30cd8 · outbound

This paper cites Automated library generation and serendipity quantification enables diverse discovery in coordination chemistry.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Automated library generation and serendipity quantification enables diverse discovery in coordination chemistry

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:58.613248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab77ec8c-b2ce-47a8-b759-e319c1f7ad61 · outbound

This paper cites An autonomous electrochemical discovery robot that utilises probabilis- tic algorithms: Probing the redox behaviour of inorganic materials.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI An autonomous electrochemical discovery robot that utilises probabilis- tic algorithms: Probing the redox behaviour of inorganic materials

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:58.323717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 838dd789-b2e5-4541-a6b7-acc94f4588a2 · outbound

This paper cites Multimodal foundation models: From specialists to general-purpose assistants.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Multimodal foundation models: From specialists to general-purpose assistants

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:58.040822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 499c13b0-5120-47e6-bd5d-15943f269642 · outbound

This paper cites Academic collaboration on large language model studies increases overall but varies across disciplines.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Academic collaboration on large language model studies increases overall but varies across disciplines

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:41.212267Z

Source-reported events for the cited work

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Observation be15f315-f582-4b1b-9b82-3a7b71a97730 · outbound

This paper cites A comprehensive review of robot intelligent grasping based on tactile perception.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI A comprehensive review of robot intelligent grasping based on tactile perception

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:57.825236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cd461e14-2b71-478c-9e99-362109e82f09 · outbound

This paper cites Benchmarking the perfor- mance of bayesian optimization across multiple experimental materials science domains.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Benchmarking the perfor- mance of bayesian optimization across multiple experimental materials science domains

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:57.626894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ca47e1a3-2b15-4c65-ac40-53c98569d7f0 · outbound

This paper cites Open x-embodiment: Robotic learning datasets and rt-x models.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Open x-embodiment: Robotic learning datasets and rt-x models

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:57.340598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ca1a8748-0fc3-42bb-9a42-c4e62c28477e · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:41.830173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8e3ffd9-f0da-4b07-95b9-b18d0296780c · outbound

This paper cites Self-driving laboratory for accelerated discovery of thin-film materials.Science Advances, 6(20):eaaz8867, 2020.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Self-driving laboratory for accelerated discovery of thin-film materials.Science Advances, 6(20):eaaz8867, 2020

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:57.105814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ae14c7bc-390c-488b-acd8-fa571af68d1a · outbound

This paper cites What is missing in autonomous discovery: open challenges for the community.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI What is missing in autonomous discovery: open challenges for the community

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:56.887858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d46a391a-cca3-4c37-90b1-7a3f9fc7130c · outbound

This paper cites Transforming r&d with agentic ai: Introducing microsoft discovery, 2025.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Transforming r&d with agentic ai: Introducing microsoft discovery, 2025

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:56.675976Z

Source-reported events for the cited work

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Observation 05e78a12-ae7a-44f5-916f-4dd9cd60aa8a · outbound

This paper cites New strategies and tests to accelerate discovery and development of multi-principal element structural alloys.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI New strategies and tests to accelerate discovery and development of multi-principal element structural alloys

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:56.464650Z

Source-reported events for the cited work

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Observation 0c055ef9-69b0-46f4-9df5-b6ae0f04c6af · outbound

This paper cites Scigen: a dataset for reasoning-aware text generation from scientific tables.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Scigen: a dataset for reasoning-aware text generation from scientific tables

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:56.279526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b198fa14-df0d-45c3-88b8-7492bc5e65fa · outbound

This paper cites R&d budgets boom, but success rates falter.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI R&d budgets boom, but success rates falter

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:56.032669Z

Source-reported events for the cited work

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Observation 05672978-e166-4191-9a34-5e3e3f5d24e5 · outbound

This paper cites Total synthesis of taxol.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Total synthesis of taxol

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:55.830370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b3991fcf-e2f4-4be4-a4bd-94e97c056c38 · outbound

This paper cites The electrolab: An open-source, modular platform for automated characterization of redox-active electrolytes.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI The electrolab: An open-source, modular platform for automated characterization of redox-active electrolytes

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:55.478313Z

Source-reported events for the cited work

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Observation dd4d6aaa-34b6-40fd-a949-5b579356a96d · outbound

This paper cites Identification of putative palytoxin as the cause of clupeotoxism.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Identification of putative palytoxin as the cause of clupeotoxism

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:55.157730Z

Source-reported events for the cited work

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Observation 1263bffe-7710-4595-989a-ff54f5bdf60a · outbound

This paper cites Ai-driven robotic laboratories show promise.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Ai-driven robotic laboratories show promise

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:54.879743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5e846358-3710-4485-9b9e-88e9537e2101 · outbound

This paper cites An affordable platform for automated synthesis and electrochemi- cal characterization.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI An affordable platform for automated synthesis and electrochemi- cal characterization

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:54.686446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 69d8a60f-da52-4542-9d4b-28b6eb099d95 · outbound

This paper cites An affordable platform for automated synthesis and electrochemical characterization.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI An affordable platform for automated synthesis and electrochemical characterization

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:54.479274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2b07ae2b-2336-4c8f-abdf-f868209c6ca9 · outbound

This paper cites Unifying large language models and knowledge graphs: A roadmap.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Unifying large language models and knowledge graphs: A roadmap

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:54.309859Z

Source-reported events for the cited work

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Observation 47cefc1b-6f82-4303-a96a-cddbc3bf9920 · outbound

This paper cites Data-driven strategies for accelerated materials design.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Data-driven strategies for accelerated materials design

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:54.116871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 46b44042-d50c-4ab1-baad-72b7371139f5 · outbound

This paper cites An autonomous chemical robot discovers the rules of inorganic coordination chemistry without prior knowledge.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI An autonomous chemical robot discovers the rules of inorganic coordination chemistry without prior knowledge

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:53.979133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 923a2b27-768d-4fdf-a16f-535fe4427d07 · outbound

This paper cites Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting

Reference 80

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:09:48.204144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 32a854f5-b817-47bb-be43-90b1ec55211e · outbound

This paper cites Gollum: Gaussian process optimized llms–reframing llm finetuning through bayesian optimization.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Gollum: Gaussian process optimized llms–reframing llm finetuning through bayesian optimization

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:43.820390Z

Source-reported events for the cited work

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Observation 8d006137-6ccc-4501-acc3-3771319ed75e · outbound

This paper cites Alphafold accelerates artificial intelligence powered drug discovery: efficient discovery of a novel cdk20 small molecule inhibitor.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Alphafold accelerates artificial intelligence powered drug discovery: efficient discovery of a novel cdk20 small molecule inhibitor

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:53.788229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8963621d-879f-4284-b94f-88e42ce38f0d · outbound

This paper cites Closed-loop discovery platform integration is needed for artificial intelligence to make an impact in drug discovery.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Closed-loop discovery platform integration is needed for artificial intelligence to make an impact in drug discovery

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:53.589511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 734dcb22-2262-4ca7-ac98-ec5b005a0db5 · outbound

This paper cites Automating drug discovery.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Automating drug discovery

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:53.354156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5cb93e5f-f67a-4ae2-9b2d-77c51bf9e560 · outbound

This paper cites Automated design of analog circuits using reinforcement learning.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Automated design of analog circuits using reinforcement learning

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:53.133274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation de465011-e348-43ed-93e4-097767dc374d · outbound

This paper cites an unresolved cited work.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:44.353611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b6ef264-663f-40c8-80a8-4e685d8f431f · outbound

This paper cites Bayesian reaction optimization as a tool for chemical synthesis.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Bayesian reaction optimization as a tool for chemical synthesis

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:52.912851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e336d9c9-fcb5-460e-9b80-5b780cca75a9 · outbound

This paper cites Autonomous materials synthesis by machine learning and robotics.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Autonomous materials synthesis by machine learning and robotics

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:52.712016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8a4d2742-e0d9-4b15-b928-03358c5a9410 · outbound

This paper cites Self-driving laboratories for development of new functional materials and optimizing known reactions.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Self-driving laboratories for development of new functional materials and optimizing known reactions

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:52.477999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f86a3c71-2e1c-495b-9382-2cbc3c417efd · outbound

This paper cites A multiagent-driven robotic ai chemist enabling autonomous chemical research on demand.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI A multiagent-driven robotic ai chemist enabling autonomous chemical research on demand

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:52.356077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 539c75cd-2ba7-488c-be28-4ce5237025eb · outbound

This paper cites Towards robot scientists for autonomous scientific discovery.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Towards robot scientists for autonomous scientific discovery

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:52.176381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8298c2f5-d5f7-4ee4-b681-0df6ad3f5972 · outbound

This paper cites Autonomous experimentation systems for materials development: A community perspective.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Autonomous experimentation systems for materials development: A community perspective

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:51.974255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 99b1503e-e9cd-418f-8ba5-6a95a64445e6 · outbound

This paper cites A deep learning approach to antibiotic discovery.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI A deep learning approach to antibiotic discovery

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:51.833387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f705cf06-4016-4131-9fa6-4f6883bf040d · outbound

This paper cites Robotised screening and characterisation for accelerated discovery of novel lithium-ion battery electrolytes: Building a platform and proof of principle studies.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Robotised screening and characterisation for accelerated discovery of novel lithium-ion battery electrolytes: Building a platform and proof of principle studies

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:51.619080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c1183d05-fdf0-4fdc-93e7-27d6aab1c6b5 · outbound

This paper cites Induction of pluripotent stem cells from adult human fibroblasts by defined factors.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Induction of pluripotent stem cells from adult human fibroblasts by defined factors

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:51.309387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 76223542-671b-4f4d-8123-2ad5a5648f58 · outbound

This paper cites Galactica: A Large Language Model for Science.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Galactica: A Large Language Model for Science

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:45.583994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74bc8954-7276-4c9e-9bb9-c36a2109c2d1 · outbound

This paper cites Applications of artificial intelligence in drug design: opportunities and challenges.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Applications of artificial intelligence in drug design: opportunities and challenges

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:09:51.090423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 07a1356b-df50-4aaa-ad43-344cbf0b0feb · outbound

This paper cites Self-driving laboratories for chemistry and materials science.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Self-driving laboratories for chemistry and materials science

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:45.747505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96f8422a-eb4e-4363-ac3d-edf4488b6373 · outbound

This paper cites High-throughput rapid experimental alloy development (ht-read).

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI High-throughput rapid experimental alloy development (ht-read)

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:45.825305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef557175-fec4-4693-9534-c291c6ba6a61 · outbound

This paper cites Hypothesis Search: Inductive Reasoning with Language Models.

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Hypothesis Search: Inductive Reasoning with Language Models

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-06T23:09:45.938651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers