CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models | Paper Citation Record

Observation 78ccb91e-fa8f-407e-b25b-3cba647daa89 · outbound

This paper cites How to build the virtual cell with artificial intelligence: Priorities and opportunities.Cell, 187(25): 7045–7063.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models How to build the virtual cell with artificial intelligence: Priorities and opportunities.Cell, 187(25): 7045–7063

Reference 1

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Observation 3e65df71-274a-48bf-a41c-d8736994acfd · outbound

This paper cites Towards multimodal foundation models in molecular cell biology.Nature, 640(8059):623–633.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Towards multimodal foundation models in molecular cell biology.Nature, 640(8059):623–633

Reference 2

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Observation d9728263-923d-4208-81b8-d3a59f50ee02 · outbound

This paper cites Corsello, David D.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Corsello, David D

Reference 3

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Observation f16e74ca-5032-4033-8f4b-d5be10a356e9 · outbound

This paper cites Cellprofiler 4: improvements in speed, utility and usability.BMC bioinformatics, 22(1):433.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Cellprofiler 4: improvements in speed, utility and usability.BMC bioinformatics, 22(1):433

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:11:58.154756Z

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Observation 0d344d1f-11d6-4943-8d98-91679b46a313 · outbound

This paper cites Cell painting: a decade of discovery and innovation in cellular imaging.Nature methods, 22(2):254–268.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Cell painting: a decade of discovery and innovation in cellular imaging.Nature methods, 22(2):254–268

Reference 5

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Observation 02a7df83-09ba-478b-b5c7-688e7a2efc37 · outbound

This paper cites Bernn: Enhancing classification of liquid chromatography mass spectrometry data with batch effect removal neural networks.Nature Communications, 15(1):3777.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Bernn: Enhancing classification of liquid chromatography mass spectrometry data with batch effect removal neural networks.Nature Communications, 15(1):3777

Reference 6

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Observation ede7c507-6159-4cbf-9e7e-067e3a9b0e30 · outbound

This paper cites divide-and-conquer.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models divide-and-conquer

Reference 7

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Observation bc27bcdd-7a08-4f79-a1fd-9c65629bd37f · outbound

This paper cites Lim, Kaishu Mason, Clara Morral Martinez, Sijia Huang, E.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Lim, Kaishu Mason, Clara Morral Martinez, Sijia Huang, E

Reference 8

Resolution: verified exact; doi, observed 2026-05-11T01:15:52.129309Z

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Observation 65fff8bf-cb78-427c-a404-1b0d5cf10e62 · outbound

This paper cites BioMARS: A Multi-Agent Robotic System for Autonomous Biological Experiments.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models BioMARS: A Multi-Agent Robotic System for Autonomous Biological Experiments

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:45:56.577682Z

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Observation 5409a632-8f64-4a38-b4fa-95bb6364f110 · outbound

This paper cites Spatialagent: An autonomous ai agent for spatial biology.bioRxiv, pages 2025–04.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Spatialagent: An autonomous ai agent for spatial biology.bioRxiv, pages 2025–04

Reference 10

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Observation dfa88f0c-ff74-4250-811f-52052594c292 · outbound

This paper cites Wilk, and James Zou.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Wilk, and James Zou

Reference 11

Resolution: verified exact; doi, observed 2026-05-11T01:15:52.134107Z

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Observation 1aa6320a-746f-4fce-a4c7-58edcc3cf882 · outbound

This paper cites Cellforge: Agentic design of virtual cell models.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Cellforge: Agentic design of virtual cell models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:45:56.547475Z

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Observation d5c2d88f-7498-4881-96ff-d73d548fbba3 · outbound

This paper cites Vcworld: A biological world model for virtual cell simulation.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Vcworld: A biological world model for virtual cell simulation

Reference 13

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Observation 62a73617-a956-4e22-8fe2-61a28587aa3f · outbound

This paper cites Miller, Matthew Greenig, Benjamin Tenmann, and Bo Wang.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Miller, Matthew Greenig, Benjamin Tenmann, and Bo Wang

Reference 14

Resolution: metadata mismatch; doi, observed 2026-05-11T01:15:52.163003Z

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Observation 70392bc8-573d-456f-aaaf-417787b1c0ca · outbound

This paper cites FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-14T01:19:58.512370Z

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Observation 5ad1c051-28d6-42b0-8049-6a2fa59abcee · outbound

This paper cites GenCellAgent: Generalizable, Training-Free Cellular Image Segmentation via Large Language Model Agents.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models GenCellAgent: Generalizable, Training-Free Cellular Image Segmentation via Large Language Model Agents

Reference 16

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Observation 63da5af7-0d7e-44de-a13d-17483ecd9a96 · outbound

This paper cites Atlasagent: Vision language model and agent- guided framework for evaluation of atlas-scale single-cell integration.bioRxiv.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Atlasagent: Vision language model and agent- guided framework for evaluation of atlas-scale single-cell integration.bioRxiv

Reference 17

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Observation 8cc4e294-dffe-4a43-8917-4a75826ac545 · outbound

This paper cites Arjona-Medina, Michael Gillhofer, Michael Widrich, Thomas Unterthiner, Johannes Brandstetter, and Sepp Hochreiter.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Arjona-Medina, Michael Gillhofer, Michael Widrich, Thomas Unterthiner, Johannes Brandstetter, and Sepp Hochreiter

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:11:58.116338Z

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Observation f870153b-a633-41ca-a699-d13610bf72b0 · outbound

This paper cites Predicting transcriptional responses to novel chemical perturbations using deep generative model for drug discovery.Nature Communications, 15(1):9256.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Predicting transcriptional responses to novel chemical perturbations using deep generative model for drug discovery.Nature Communications, 15(1):9256

Reference 19

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Observation aefdec79-2a72-479d-a143-6cd6b4abd79d · outbound

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

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-11T04:45:56.528942Z

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Observation a0cbc57a-bf49-4206-b2aa-c1580d5e24aa · outbound

This paper cites AIDE: AI-Driven Exploration in the Space of Code.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models AIDE: AI-Driven Exploration in the Space of Code

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-17T18:22:30.071006Z

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Observation 121288c7-b6c1-411a-b19c-169802764a39 · outbound

This paper cites TusoAI: Agentic Optimization for Scientific Methods.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models TusoAI: Agentic Optimization for Scientific Methods

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-20T00:02:55.804523Z

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Observation 4eba06b8-cb36-41a2-9b1b-95952c36f966 · outbound

This paper cites MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-05-11T04:45:56.555500Z

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Observation 25aaf1bc-2fb9-478f-9393-f81e7b3b7733 · outbound

This paper cites Agent laboratory: Using llm agents as research assistants.Findings of the Association for Computational Linguistics: EMNLP 2025, pages 5977–6043.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Agent laboratory: Using llm agents as research assistants.Findings of the Association for Computational Linguistics: EMNLP 2025, pages 5977–6043

Reference 25

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Observation a65a1ebd-7d7d-4e69-bb9b-b5baf5ac2640 · outbound

This paper cites The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-11T04:45:56.509571Z

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Observation 09aa2d45-5fa6-432f-b8ad-ce42d3a0e89a · outbound

This paper cites Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering

Reference 27

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Observation 630e77a4-ebcf-411f-948b-b22c3fc415dc · outbound

This paper cites Agent-sama: State-aware mobile assistant.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Agent-sama: State-aware mobile assistant

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:11:58.079519Z

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Observation aae3f07d-f0ff-4fbc-9c7a-efb29fbd1d63 · outbound

This paper cites Graphplanner: Graph memory-augmented agentic routing for multi-agent llms.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Graphplanner: Graph memory-augmented agentic routing for multi-agent llms

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:11:58.112009Z

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Observation 1ef7dd1a-3294-425f-bc8b-499e28205ca9 · outbound

This paper cites Agentic lab: An agentic-physical ai system for cell and organoid experimentation and manufacturing.bioRxiv.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Agentic lab: An agentic-physical ai system for cell and organoid experimentation and manufacturing.bioRxiv

Reference 30

Resolution: verified exact; doi, observed 2026-05-11T01:15:52.160224Z

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Observation 7c6094ac-45e2-4719-a42a-31a65e68683d · outbound

This paper cites High-content phenotypic profiling of drug response signatures across distinct cancer cells.Molecular cancer therapeutics, 9(6):1913–1926.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models High-content phenotypic profiling of drug response signatures across distinct cancer cells.Molecular cancer therapeutics, 9(6):1913–1926

Reference 31

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Observation 1deb5de9-671a-476a-994f-1fa39a82a1e6 · outbound

This paper cites High-dimensional gene expression and morphology profiles of cells across 28,000 genetic and chemical perturbations.Nature methods, 19(12):1550–1557.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models High-dimensional gene expression and morphology profiles of cells across 28,000 genetic and chemical perturbations.Nature methods, 19(12):1550–1557

Reference 32

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Observation 936cfc07-786e-4634-9dd6-fb7182ccd9d8 · outbound

This paper cites 534023, arXiv:https://www.biorxiv.org/content/early/2023/03/27/2023.03.23.534023.full.pdf, doi:10.1101/2023.03.23.534023.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models 534023, arXiv:https://www.biorxiv.org/content/early/2023/03/27/2023.03.23.534023.full.pdf, doi:10.1101/2023.03.23.534023

Reference 33

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Observation d8d2098c-54cc-480b-9fba-49f1d3a0a78b · outbound

This paper cites Phenoprofiler: advancing phenotypic learning for image-based drug discovery.Nature Communications.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Phenoprofiler: advancing phenotypic learning for image-based drug discovery.Nature Communications

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:11:58.133274Z

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Observation e2ad2157-5eee-4a05-9c24-871e18b89707 · outbound

This paper cites Tabr: Tabular deep learning meets nearest neighbors.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Tabr: Tabular deep learning meets nearest neighbors

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:11:58.089150Z

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Observation e4e8aeea-257e-4e13-b33f-404dbc62b6be · outbound

This paper cites Better by default: Strong pre-tuned mlps and boosted trees on tabular data.Advances in Neural Information Processing Systems, 37:26577–26658.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Better by default: Strong pre-tuned mlps and boosted trees on tabular data.Advances in Neural Information Processing Systems, 37:26577–26658

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:11:58.094250Z

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Observation 6d9e97fa-7896-4e28-a04c-835038b08d00 · outbound

This paper cites Flaml: A fast and lightweight automl library.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Flaml: A fast and lightweight automl library

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:11:58.098658Z

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Observation 89e8306b-1607-468b-a77a-4e642d2d8bd1 · outbound

This paper cites Amlb: an automl benchmark.Journal of Machine Learning Research, 25(101):1–65.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Amlb: an automl benchmark.Journal of Machine Learning Research, 25(101):1–65

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T00:11:58.129337Z

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Observation 126fd118-b774-4da7-8f2a-cda6e93e48bd · outbound

This paper cites Kuleshov, et al.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Kuleshov, et al

Reference 39

Resolution: verified exact; doi, observed 2026-05-11T01:15:52.146801Z

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Observation 293800df-4d67-4e5d-a004-64defef0b733 · outbound

This paper cites Prediction of drug efficacy from transcriptional profiles with deep learning.Nature biotechnology, 39(11):1444–1452.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Prediction of drug efficacy from transcriptional profiles with deep learning.Nature biotechnology, 39(11):1444–1452

Reference 40

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Observation b577bfc5-00f9-4694-a2f5-10e12493139e · outbound

This paper cites an unresolved cited work.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Unresolved cited work

Reference 41

Resolution: verified exact; doi, observed 2026-05-11T01:15:52.149175Z

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Observation 4ade67be-582a-41fa-bb56-f967beea5a35 · outbound

This paper cites Chemical-induced gene expression ranking and its application to pancreatic cancer drug repurposing.Patterns, 3(4):100441.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Chemical-induced gene expression ranking and its application to pancreatic cancer drug repurposing.Patterns, 3(4):100441

Reference 42

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T01:15:52.144899Z

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Observation 398b5026-04ce-40f4-a7f5-38599d557281 · outbound

This paper cites an unresolved cited work.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Unresolved cited work

Reference 43

Resolution: verified exact; doi, observed 2026-05-11T01:15:52.141762Z

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Observation fbf2290d-ccc7-4286-9ff8-bccbb760224d · outbound

This paper cites Deep representation learning of chemical- induced transcriptional profile for phenotype-based drug discovery.Nature Communications, 15(1):5378.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Deep representation learning of chemical- induced transcriptional profile for phenotype-based drug discovery.Nature Communications, 15(1):5378

Reference 44

Resolution: verified exact; doi, observed 2026-05-11T01:15:52.139455Z

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Observation 9003e53e-203e-48a2-afbe-80daa084c152 · outbound

This paper cites Norman, Max A.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Norman, Max A

Reference 45

Resolution: malformed identifier; raw_fallback, observed 2026-05-16T00:11:58.120491Z

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Observation 04c50230-05fc-4a18-bb35-0844c8140903 · outbound

This paper cites an unresolved cited work.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Unresolved cited work

Reference 46

Resolution: verified exact; doi, observed 2026-05-11T01:15:52.153238Z

Source-reported events for the cited work

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Observation cdd3e7b5-c5f4-42a2-8010-6a3b943b8a42 · outbound

This paper cites Characterizing the molec- ular regulation of inhibitory immune checkpoints with multimodal single-cell screens.

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models Characterizing the molec- ular regulation of inhibitory immune checkpoints with multimodal single-cell screens

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CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models dataset"

Reference 48

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