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<div style="float: left; margin: 0.5em 0.9em 0.4em 0em;">[[File:Fig1 Tamura SciTechAdvMatMeth2023 3-1.jpeg|240px]]</div>
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'''"[[Journal:NIMS-OS: An automation software to implement a closed loop between artificial intelligence and robotic experiments in materials science|NIMS-OS: An automation software to implement a closed loop between artificial intelligence and robotic experiments in materials science]]"'''
'''"[[Journal:GitHub as an open electronic laboratory notebook for real-time sharing of knowledge and collaboration|GitHub as an open electronic laboratory notebook for real-time sharing of knowledge and collaboration]]"'''


NIMS-OS (NIMS Orchestration System) is a [[Python (programming language)|Python]] library created to realize a closed loop of [[Laboratory automation|robotic]] experiments and [[artificial intelligence]] (AI) without human intervention for automated [[Materials science|materials exploration]]. It uses various combinations of modules to operate autonomously. Each module acts as an AI for materials exploration or a controller for a robotic experiments. As AI techniques, Optimization Tools for PHYSics Based on Bayesian Optimization (PHYSBO), BoundLess Objective-free eXploration (BLOX), phase diagram construction (PDC), and random exploration (RE) methods can be used. Moreover, a system called NIMS Automated Robotic Electrochemical Experiments (NAREE) is available as a set of robotic experimental equipment ... ('''[[Journal:NIMS-OS: An automation software to implement a closed loop between artificial intelligence and robotic experiments in materials science|Full article...]]''')<br />
[[Electronic laboratory notebook]]s (ELNs) have expanded the utility of the paper [[laboratory notebook]] beyond that of a simple record keeping tool. Open ELNs offer additional benefits to the scientific community, including increased transparency, reproducibility, and [[Data integrity|integrity]]. A key element underpinning these benefits is facile and expedient knowledge sharing which aids communication and collaboration. In previous projects, we have used [[LabTrove]] and [[LabArchives, LLC|LabArchives]] as open ELNs, in partnership with GitHub (an open-source web-based platform originally developed for collaborative coding) for communication and discussion. Here we present our personal experiences using GitHub as the central platform for many aspects of the scientific process ... ('''[[Journal:GitHub as an open electronic laboratory notebook for real-time sharing of knowledge and collaboration|Full article...]]''')<br />
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Revision as of 16:20, 26 March 2024

Fig1 Scroggie DigDisc2023 2.gif

"GitHub as an open electronic laboratory notebook for real-time sharing of knowledge and collaboration"

Electronic laboratory notebooks (ELNs) have expanded the utility of the paper laboratory notebook beyond that of a simple record keeping tool. Open ELNs offer additional benefits to the scientific community, including increased transparency, reproducibility, and integrity. A key element underpinning these benefits is facile and expedient knowledge sharing which aids communication and collaboration. In previous projects, we have used LabTrove and LabArchives as open ELNs, in partnership with GitHub (an open-source web-based platform originally developed for collaborative coding) for communication and discussion. Here we present our personal experiences using GitHub as the central platform for many aspects of the scientific process ... (Full article...)
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