(PDF) A scalable pipeline for designing reconfigurable organisms


Synthetic Morphology

Title: A Scalable Pipeline for Designing Reconfigurable Organisms: Publication Type: Journal Article: Year of Publication: 2020: Authors: S. Kriegman, D. Blackiston.


200303_A scalable pipeline for designing reconfigurable organisms

A scalable pipeline for designing reconfigurable organisms. S Kriegman, D Blackiston, M Levin, J Bongard. Proceedings of the National Academy of Sciences 117 (4), 1853-1859, 2020. 400: 2020: Molecular bioelectricity: how endogenous voltage potentials control cell behavior and instruct pattern regulation in vivo.


200303_A scalable pipeline for designing reconfigurable organisms

A scalable pipeline for designing reconfigurable organisms. Sam Kriegman. 11, Douglas J. Blackiston


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Here we show a scalable pipeline for creating functional novel lifeforms: AI methods automatically design diverse candidate lifeforms in silico to perform some desired function, and transferable designs are then created using a cell-based construction toolkit to realize living systems with the predicted behaviors.


200303_A scalable pipeline for designing reconfigurable organisms

This work presents a scalable pipeline for creating functional novel lifeforms: AI methods automatically design diverse candidate lifeforms in silico to perform some desired function, and transferable designs are then created using a cell-based construction toolkit to realize living systems with the predicted behaviors. Significance Most technologies are made from steel, concrete, chemicals.


200303_A scalable pipeline for designing reconfigurable organisms

This creates a directory (~/reconfigurable_organisms/run_1) to hold the results. Output should appear in the console. After the experiment runs for a few generations, the current shape/controller adaptation can be seen by opening one of the generated .vxa files within the VoxCAD GUI.


200303_A scalable pipeline for designing reconfigurable organisms

A scalable pipeline for designing reconfigurable organisms. Sam Kriegman, Douglas Blackiston, Michael Levin, and Josh Bongard Authors Info & Affiliations. Edited by Terrence J. Sejnowski, Salk Institute for Biological Studies, La Jolla, CA, and approved November 26, 2019 (received for review June 24, 2019)


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Kriegman, Sam, et al. "A scalable pipeline for designing reconfigurable organisms." Proceedings of the National Academy of Sciences 117.4 (2020): 1853-1859. Kriegman, Sam, et al. "Kinematic self-replication in reconfigurable organisms." Proceedings of the National Academy of Sciences 118.49 (2021): e2112672118. Kriegman, Sam.


A scalable pipeline for designing reconfigurable organisms [scite report]

A scalable pipeline for designing reconfigurable organisms. Most technologies are made from steel, concrete, chemicals, and plastics, which degrade over time and can produce harmful ecological and health side effects. It would thus be useful to build technologies using self-renewing and biocompatible materials, of which the ideal candidates are.


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Designing reconfigurable organisms. For a given goal, 100 independent evolutionary trials were conducted in silico (A-C). Each colored line represents the velocity of the fastest-moving design.


(PDF) A scalable pipeline for designing reconfigurable organisms

Abstract. Living systems are more robust, diverse, complex, and supportive of human life than any technology yet created. However, our ability to create novel lifeforms is currently limited to varying existing organisms or bioengineering organoids in vitro. Here we show a scalable pipeline for creating functional novel lifeforms: AI methods.


200303_A scalable pipeline for designing reconfigurable organisms

Fig. 1. Designing and manufacturing reconfigurable organisms. A behavioral goal (e.g., maximize displacement), along with structural building blocks [here, contractile (red) and passive (cyan) voxels], are supplied to an evolutionary algorithm. The algorithm evolves an initially random population and returns the best design that was found.


A scalable pipeline for designing reconfigurable organisms PNAS

A scalable pipeline for designing reconfigurable organisms. S Kriegman, D Blackiston, M Levin, J Bongard.. Kinematic self-replication in reconfigurable organisms. S Kriegman, D Blackiston, M Levin, J Bongard. Proceedings of the National Academy of Sciences 118 (49), e2112672118, 2021. 107:


200303_A scalable pipeline for designing reconfigurable organisms

Reference: "A scalable pipeline for designing reconfigurable organisms" by Sam Kriegman, Douglas Blackiston, Michael Levin and Josh Bongard, 13 January 2020, Proceedings of the National Academy of Sciences. DOI: 10.1073/pnas.1910837117


生きた細胞で作ったロボット「Xenobot」誕生！ ケガを自己修復、進化の可能性…生物兵器に応用か!?ｰオカルトニュースメディア トカナ

A scalable pipeline for designing reconfigurable organisms. Living systems are more robust, diverse, complex, and supportive of human life than any technology yet created. However, our ability to create novel lifeforms is currently limited to varying existing organisms or bioengineering organoids in vitro. Here we show a scalable pipeline for.


200303_A scalable pipeline for designing reconfigurable organisms

A scalable pipeline for designing reconfigurable organisms. Significance Most technologies are made from steel, concrete, chemicals, and plastics, which degrade over time and can produce harmful ecological and health side effects. It would thus be useful to build technologies using self-renewing and biocompatible materials, of which the ideal.