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RESEARCH PAPER · Proceedings of the National Academy of Sciences · 2018

Artificial intelligence exploration of unstable protocells leads to predictable properties and discovery of collective behavior

Laurie J. Points, James Ward Taylor, Jonathan Grizou, Kevin Donkers, Leroy Cronin

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39 direct citing papers in this saved network. Explore the next layer with second-order citations.

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42 direct citing works

Artificial intelligence exploration of unstable protocells leads to predictable properties and discovery of collective behaviorOriginalDesigning Algorithms To Aid Discovery by Chemical Robots78Catalyst: The Metaphysics of Chemical Reactivity12A Closed Loop Discovery Robot Driven by a Curiosity Algorithm Discovers Proto-Cells That Show Complex and Emergent Behaviours3Toward Experimental Evolution with Giant Vesicles9Situated experimental agents for scientific discovery4Prediction of Electroencephalogram Time Series With Electro-Search Optimization Algorithm Trained Adaptive Neuro-Fuzzy Inference System18Distributed DNA-based Communication in Populations of Synthetic Protocells5Dancing performance of organic droplets in aqueous surfactant solutions33DNA-based communication in populations of synthetic protocells331Exploration of Self-Propelling Droplets Using a Curiosity Driven Robotic Assistant1Formation of Polarized, Functional Artificial Cells from Compartmentalized Droplet Networks and Nanomaterials, Using One‐Step, Dual‐Material 3D‐Printed Microfluidics56A curious formulation robot enables the discovery of a novel protocell behavior77Emergence and Rearrangement of Dynamic Supramolecular Aggregates Visualized by Interferometric Scattering Microscopy20Influence of Introducing Artificial Intelligence on Autonomous Learning in Vocational Education6Recent progress in conductive polymers for advanced fiber-shaped electrochemical energy storage devices80Propelling microdroplets generated and sustained by liquid–liquid phase separation in confined spaces14Modern Economic System under the Background of Artificial Intelligence0Informational architecture across non-living and living collectives9Automated robotic platforms in design and development of formulations22Application of artificial intelligence algorithm in geological exploration1Application of Artificial Intelligence in Cultural Heritage Protection17Assisted Self‐Assembly to Target Heterometallic Mn‐Nd and Mn‐Sm SMMs: Synthesis and Magnetic Characterisation of [Mn7Ln3(O)4(OH)4(mdea)3(piv)9(NO3)3] (Ln=Nd, Sm, Eu, Gd)**12[Retracted] Machine Learning Algorithms Are Applied in Nanomaterial Properties for Nanosecurity10Artificial Intelligence in Digital Media Technology2Nanochemistry advancing photon conversion in rare-earth nanostructures for theranostics127Construction of Supramolecular Systems That Achieve Lifelike Functions7Toward autonomous laboratories: Convergence of artificial intelligence and experimental automation118How to build an effective self-driving laboratory15Robotic Modules for the Programmable Chemputation of Molecules and Materials38Motility of microscopic swimmers as protocells12Classical Sorting Algorithms as a Model of Morphogenesis: self-sorting arrays reveal unexpected competencies in a minimal model of basal intelligence1Smart Synergy: Harnessing Machine Learning for Advanced Nanotechnology in Healthcare0Generalist versus Specialist Self‐Replicators0Chapter 1: The Astrobiology Primer 3.010Chapter 9: Life as We Don't Know It14Classical sorting algorithms as a model of morphogenesis: Self-sorting arrays reveal unexpected competencies in a minimal model of basal intelligence12Accelerating the Discovery of Abiotic Vesicles with AI-Guided Automated Experimentation3Origins of life: the possible and the actual2Ingressing Minds: Causal, Non-Physical Patterns In-Form Natural, Synthetic, and Hybrid Embodiments0

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  1. Designing Algorithms To Aid Discovery by Chemical Robots

    ACS Central Science · 2018-07-03

    Alon Henson, Piotr S. Gromski, Leroy Cronin

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  2. Catalyst: The Metaphysics of Chemical Reactivity

    Chem · 2018-08-01

    Leroy Cronin, S. Hessam M. Mehr, Jarosław M. Granda

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  3. A Closed Loop Discovery Robot Driven by a Curiosity Algorithm Discovers Proto-Cells That Show Complex and Emergent Behaviours

    ChemRxiv · 2018-08-13

    Jonathan Grizou, Laurie J. Points, Abhishek Sharma, Leroy Cronin

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  4. Toward Experimental Evolution with Giant Vesicles

    Life · 2018-10-31

    Hironori Sugiyama, Taro Toyota

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  5. Situated experimental agents for scientific discovery

    Science Robotics · 2018-11-21

    Samuel C. Stanton

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  6. Prediction of Electroencephalogram Time Series With Electro-Search Optimization Algorithm Trained Adaptive Neuro-Fuzzy Inference System

    IEEE Access · 2019-01-01

    José Antonio Marmolejo-Saucedo, D. Jude Hemanth, Utku Köse

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  7. Distributed DNA-based Communication in Populations of Synthetic Protocells

    bioRxiv (Cold Spring Harbor Laboratory) · 2019-01-04

    Alex Joesaar, Shuo Yang, Bas W. A. Bögels, Ardjan J. van der Linden, B. V. V. S. Pavan Kumar, Neil Dalchau, Andrew Phillips, Stephen Mann, Tom F. A. de Greef

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  8. Dancing performance of organic droplets in aqueous surfactant solutions

    Colloids and Surfaces A Physicochemical and Engineering Aspects · 2019-01-15

    Jitka Čejková, Karin Schwarzenberger, Kerstin Eckert, Shinpei Tanaka

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  9. DNA-based communication in populations of synthetic protocells

    Nature Nanotechnology · 2019-03-04

    Alex Joesaar, Shuo Yang, Bas W. A. Bögels, Ardjan J. van der Linden, Pascal A. Pieters, B. V. V. S. Pavan Kumar, Neil Dalchau, Andrew Phillips, Stephen Mann, Tom F. A. de Greef

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  10. Exploration of Self-Propelling Droplets Using a Curiosity Driven Robotic Assistant

    arXiv (Cornell University) · 2019-04-22

    Jonathan Grizou, Laurie J. Points, Abhishek Sharma, Leroy Cronin

    Read original paper ↗ ·

  11. Formation of Polarized, Functional Artificial Cells from Compartmentalized Droplet Networks and Nanomaterials, Using One‐Step, Dual‐Material 3D‐Printed Microfluidics

    Advanced Science · 2019-10-24

    Jin Li, Divesh Kamal Baxani, William David Jamieson, Wen Sheng Xu, Victoria Garcia Rocha, David A. Barrow, Oliver Kieran Castell

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  12. A curious formulation robot enables the discovery of a novel protocell behavior

    Science Advances · 2020-01-31

    Jonathan Grizou, Laurie J. Points, Abhishek Sharma, Leroy Cronin

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  13. Emergence and Rearrangement of Dynamic Supramolecular Aggregates Visualized by Interferometric Scattering Microscopy

    ACS Nano · 2020-08-11

    Maria A. Lebedeva, Elena Palmieri, Philipp Kukura, Stephen P. Fletcher

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  14. Influence of Introducing Artificial Intelligence on Autonomous Learning in Vocational Education

    Advances in intelligent systems and computing · 2020-08-12

    HU Zhi-quan

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  15. Recent progress in conductive polymers for advanced fiber-shaped electrochemical energy storage devices

    Materials Chemistry Frontiers · 2020-10-26

    Xiaoqin Li, Xiaojuan Chen, Zhaoyu Jin, Panpan Li, Dan Xiao

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  16. Propelling microdroplets generated and sustained by liquid–liquid phase separation in confined spaces

    Soft Matter · 2021-01-01

    Xuehua Zhang, Jae Bem You, Gilmar F. Arends, Jiasheng Qian, Yibo Chen, Detlef Lohse, John M. Shaw

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  17. Modern Economic System under the Background of Artificial Intelligence

    Journal of Physics Conference Series · 2021-02-01

    Lilan Xiong

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  18. Informational architecture across non-living and living collectives

    Theory in Biosciences · 2021-02-02

    Hyun-Ju Kim, Gabriele Valentini, Jake R. Hanson, Sara Imari Walker

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  19. Automated robotic platforms in design and development of formulations

    AIChE Journal · 2021-02-23

    Liwei Cao, Danilo Russo, Alexei A. Lapkin

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  20. Application of artificial intelligence algorithm in geological exploration

    Arabian Journal of Geosciences · 2021-03-22

    Yue Zhao, Anthony Wilson

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  21. Application of Artificial Intelligence in Cultural Heritage Protection

    Journal of Physics Conference Series · 2021-04-01

    Junli Li

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  22. Assisted Self‐Assembly to Target Heterometallic Mn‐Nd and Mn‐Sm SMMs: Synthesis and Magnetic Characterisation of [Mn7Ln3(O)4(OH)4(mdea)3(piv)9(NO3)3] (Ln=Nd, Sm, Eu, Gd)**

    Chemistry - A European Journal · 2021-09-23

    Hagen Kaemmerer, Valeriu Mereacre, A.M. Ako, Samir Mameri, Christopher E. Anson, Rodolphe Clérac, Annie K. Powell

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  23. [Retracted] Machine Learning Algorithms Are Applied in Nanomaterial Properties for Nanosecurity

    Journal of Nanomaterials · 2022-01-01

    K. R. K. V. Prasad, Veeranki Srinivasa Rao, P. Harini, Ratna Raju Mukiri, K. Ravindra, D. Vijaya Kumar, Ramachandran Kasirajan

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  24. Artificial Intelligence in Digital Media Technology

    Lecture notes in electrical engineering · 2022-01-01

    Jin Cai

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  25. Nanochemistry advancing photon conversion in rare-earth nanostructures for theranostics

    Coordination Chemistry Reviews · 2022-03-09

    Ruichan Lv, Micah E. Raab, Yanxing Wang, Jie Tian, Jun Lin, Paras N. Prasad

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  26. Construction of Supramolecular Systems That Achieve Lifelike Functions

    Materials · 2022-03-24

    Taisuke Banno, Daichi Sawada, Taro Toyota

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  27. Toward autonomous laboratories: Convergence of artificial intelligence and experimental automation

    Progress in Materials Science · 2022-11-11

    Yunchao Xie, Kianoosh Sattari, Chi Zhang, Jian Lin

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  28. How to build an effective self-driving laboratory

    MRS Bulletin · 2023-02-01

    Benjamin P. MacLeod, Fraser G. L. Parlane, Curtis P. Berlinguette

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  29. Robotic Modules for the Programmable Chemputation of Molecules and Materials

    ACS Central Science · 2023-07-26

    Daniel Salley, J. Sebastián Manzano, Philip J. Kitson, Leroy Cronin

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  30. Motility of microscopic swimmers as protocells

    Chem · 2023-11-01

    Beatrice Marincioni, Karina K. Nakashima, Nathalie Katsonis

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  31. Classical Sorting Algorithms as a Model of Morphogenesis: self-sorting arrays reveal unexpected competencies in a minimal model of basal intelligence

    Unknown journal · 2023-12-17

    Taining Zhang, Adam Goldstein, Michael G. Levin

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  32. Smart Synergy: Harnessing Machine Learning for Advanced Nanotechnology in Healthcare

    International Journal of Advances in Computer Science and Technology · 2024-01-08

    10.30534/ijacst/2024/021312024

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  33. Generalist versus Specialist Self‐Replicators

    Chemistry - A European Journal · 2024-01-31

    Dávid Komáromy, Diego M. Monzón, Ivana Marić, Guillermo Monreal Santiago, Jim Ottelé, Meniz Altay, Gaël Schaeffer, Sijbren Otto

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  34. Chapter 1: The Astrobiology Primer 3.0

    Astrobiology · 2024-03-01

    Micah J. Schaible, Nadia Szeinbaum, Gonensin Ozan Bozdag, Luoth Chou, Natalie M. Grefenstette, Stephanie M. Colón‐Santos, Laura E. Rodriguez, Marshall J. Styczinski, Jennifer L. Thweatt, Zoe R. Todd, Alberto Vázquez-Salazar, Alyssa Adams, Maicon Nascimento Araújo, Thiago Altair, Schuyler R. Borges, Dana Burton, José Alberto Campillo-Balderas, Eryn Cangi, Tristan A. Caro, Enrico Catalano, I‐Chen Kimberly Chen, Peter L. Conlin, Zachary S. Cooper, Theresa M. Fisher, Santiago Mestre Fos, Amanda K. Garcia, Donald M. Glaser, Chester E. Harman, Ninos Y. Hermis, M. Hooks, Kristin N. Johnson-Finn, Owen Lehmer, Ricardo Hernández-Morales, Kynan H. G. Hughson, Rodrigo Jácome, Tony Z. Jia, Jeffrey J. Marlow, Jordan M. McKaig, Veronica Mierzejewski, Israel Muñoz‐Velasco, Ceren Nural, Gina C. Oliver, Petar I. Penev, Chinmayee Govinda Raj, Tyler P. Roche, Mary C. Sabuda, George A. Schaible, Serhat Sevgen, Pritvik Sinhadc, Luke H. Steller, Kamil B. Stelmach, Jesse Tarnas, Frank Tavares, Gareth Trubl, Monica Vidaurri, Lena Vincent, Jessica M. Weber, Maggie Meiqi Weng, Regina L. Wilpiszeki, Amber V. Young

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  35. Chapter 9: Life as We Don't Know It

    Astrobiology · 2024-03-01

    Natalie M. Grefenstette, Luoth Chou, Stephanie M. Colón‐Santos, Theresa M. Fisher, Veronica Mierzejewski, Ceren Nural, Pritvik Sinhadc, Monica Vidaurri, Lena Vincent, Maggie Meiqi Weng

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  36. Classical sorting algorithms as a model of morphogenesis: Self-sorting arrays reveal unexpected competencies in a minimal model of basal intelligence

    Adaptive Behavior · 2024-08-19

    Taining Zhang, Adam Goldstein, Michael G. Levin

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  37. Accelerating the Discovery of Abiotic Vesicles with AI-Guided Automated Experimentation

    Langmuir · 2024-12-30

    M. C. Ekosso, Hao Liu, Avery Glagovich, Dustin Nguyen, Sarah Maurer, Joshua Schrier

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  38. Origins of life: the possible and the actual

    Philosophical Transactions of the Royal Society B Biological Sciences · 2025-10-02

    Ricard V. Solé, Christopher P. Kempes, Susan Stepney

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  39. Ingressing Minds: Causal, Non-Physical Patterns In-Form Natural, Synthetic, and Hybrid Embodiments

    Philosophies · 2026-09-09

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