Seamless integration of legacy robotic systems into a self-driving laboratory via NIMO: a case study on liquid handler automation

Seamless integration of legacy robotic systems into a self-driving laboratory via NIMO: a case study on liquid handler automation

<p>The orchestration software (OS) for controlling self-driving laboratories (SDLs) has been advanced significantly in recent years. We developed NIMO (formerly NIMS-OS, NIMS Orchestration System), an OS explicitly designed to integrate multiple artificial intelligence (AI) algorithms with div...

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التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Ryo Tamura (1957942) (author)
مؤلفون آخرون:	Hiromichi Taketa (22302314) (author), Satoshi Murata (423118) (author), Daisuke Ryuno (22302317) (author), Tomotaka Yokota (22302320) (author), Koji Tsuda (86274) (author), Shoichi Matsuda (448382) (author)
منشور في:	2025
الموضوعات:	Medicine Microbiology Pharmacology Ecology Sociology Computational Biology Space Science Biological Sciences not elsewhere classified Information Systems not elsewhere classified Self-driving laboratory liquid handler automation Bayesian optimization
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

مواد مشابهة

KAP levels of beef handlers by job roles.
حسب: Girma Mamo Zegene (21655976)
منشور في: (2025)

Organic Handlers: Procurement and Contracting
حسب: USDA Economic Research Service (18765523)
منشور في: (2024)

Microbial safety practices of beef handlers by job role.
حسب: Girma Mamo Zegene (21655976)
منشور في: (2025)

Beef handlers’ habits regarding microbial safety practices.
حسب: Girma Mamo Zegene (21655976)
منشور في: (2025)

Beef handlers’ KAP level in major beef retailers.
حسب: Girma Mamo Zegene (21655976)
منشور في: (2025)

Socio-demographic characteristics of beef handlers working in (n = 44) beef retailers.
حسب: Girma Mamo Zegene (21655976)
منشور في: (2025)

Multivariable logistic regression analysis regarding practice of beef handlers toward microbial safety measures.
حسب: Girma Mamo Zegene (21655976)
منشور في: (2025)

Multivariable logistic regression analysis regarding attitude of beef handlers toward microbial safety measures.
حسب: Girma Mamo Zegene (21655976)
منشور في: (2025)

Multivariable logistic regression analysis regarding knowledge of beef handlers toward microbial safety measures.
حسب: Girma Mamo Zegene (21655976)
منشور في: (2025)

Food safety training among food handlers at hotels in central western regions.
حسب: Cynthia Esinam Segbedzi (16814609)
منشور في: (2025)

Laboratory flowchart for bacterial isolation from food handlers’ hands working in food establishments, in Jimma City, Southwest Ethiopia, 2023.
حسب: Megersa Werku Tesso (21446001)
منشور في: (2025)

Barriers to food safety practices among food handlers at hotels in central and western regions.
حسب: Cynthia Esinam Segbedzi (16814609)
منشور في: (2025)

Level of knowledge of HCW handlers among HCW handlers.
حسب: Jot Narayan Patel (20390312)
منشور في: (2024)

Food handlers’ socio-demographic characteristics in food establishments in Jimma City, Southwest Ethiopia, 2023 (n=310).
حسب: Megersa Werku Tesso (21446001)
منشور في: (2025)

Food hygiene practices among food handlers working in food establishments in Jimma City, Southwest Ethiopia, 2023 (n=310).
حسب: Megersa Werku Tesso (21446001)
منشور في: (2025)

Attitude of food handlers toward food hygiene practice in food establishments in Jimma City, Southwest Ethiopia, 2023 (n=310).
حسب: Megersa Werku Tesso (21446001)
منشور في: (2025)

Knowledge of food handlers toward food hygiene practices in food establishments in Jimma City, Southwest Ethiopia, 2023 (n=310).
حسب: Megersa Werku Tesso (21446001)
منشور في: (2025)

Overall food hygiene practices of food handlers working in food establishments in Jimma City, Southwest Ethiopia, 2023 (n=310).
حسب: Megersa Werku Tesso (21446001)
منشور في: (2025)

Isolated bacteria among food handlers and its associated factors in food establishments in Jimma City, southwest Ethiopia, 2023(n=310).
حسب: Megersa Werku Tesso (21446001)
منشور في: (2025)

Schematic diagram of the sampling frame for food hygiene practices among food handlers working in food establishments, in Jimma City, Southwest Ethiopia, 2023.
حسب: Megersa Werku Tesso (21446001)
منشور في: (2025)

Level of practice of HCWM among HCW handlers.
حسب: Jot Narayan Patel (20390312)
منشور في: (2024)

Distribution of socio-demographic characteristics of HCW handlers.
حسب: Jot Narayan Patel (20390312)
منشور في: (2024)

Types of bacteria Isolated from hand swap samples of food handlers working in Food Establishments in Jimma City, Southwest Ethiopia, 2023 (n=310).
حسب: Megersa Werku Tesso (21446001)
منشور في: (2025)

Bacteria Isolated from food handlers’ hands working in food establishments in Jimma City, Southwest Ethiopia, by food hygiene practice level, 2023 (n=310).
حسب: Megersa Werku Tesso (21446001)
منشور في: (2025)

High throughput automated robotic workflow for plate preparation for DNA extraction and DNA quantitation with PCR.
حسب: Shruti B. Patel (21175437)
منشور في: (2025)

Multivariable binary LR analysis and associated factors with food hygiene practice of food handlers working in food establishments in Jimma City, Southwest Ethiopia, 2023(n = 310).
حسب: Megersa Werku Tesso (21446001)
منشور في: (2025)

Correlation between HCW management practices and the age of HCW handlers.
حسب: Jot Narayan Patel (20390312)
منشور في: (2024)

Correlation between age and knowledge of HCW handlers on HCW management.
حسب: Jot Narayan Patel (20390312)
منشور في: (2024)

Correlation between knowledge of HCW handlers on HCW management and adherence to HCW management guideline.
حسب: Jot Narayan Patel (20390312)
منشور في: (2024)

Rift Valley fever outbreak among animal handlers in Kinyogoga Village, Nakaseke District, Central Uganda.
حسب: Mariam Komugisha (19825102)
منشور في: (2025)

Correlation between HCW management practices among HCW handlers and adherence to HCW management guidelines.
حسب: Jot Narayan Patel (20390312)
منشور في: (2024)

Image 2_Interobserver variability of assessing body condition scores and muscle condition scores in a population of 43 active working explosive detection dogs.png
حسب: Kimberly M. Christie (19862430)
منشور في: (2024)

Image 1_Interobserver variability of assessing body condition scores and muscle condition scores in a population of 43 active working explosive detection dogs.png
حسب: Kimberly M. Christie (19862430)
منشور في: (2024)

Image 3_Interobserver variability of assessing body condition scores and muscle condition scores in a population of 43 active working explosive detection dogs.png
حسب: Kimberly M. Christie (19862430)
منشور في: (2024)

“PCR Plate Layout for Automation and Manual Experiments”.
حسب: Shruti B. Patel (21175437)
منشور في: (2025)

Accuracy of automation and manual workflow for mAb1.
حسب: Shruti B. Patel (21175437)
منشور في: (2025)

“Accuracy and precision data of the automation workflow for in-process samples.
حسب: Shruti B. Patel (21175437)
منشور في: (2025)

“Extraction (Lysis) Plate Layout for Automation and Manual Experiments.
حسب: Shruti B. Patel (21175437)
منشور في: (2025)

Illustration of experiment design to compare automation approach and manually approach.
حسب: Shruti B. Patel (21175437)
منشور في: (2025)

Intermediate precision for automated and manual experiments for standards and in process intermediates.
حسب: Shruti B. Patel (21175437)
منشور في: (2025)

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