A method to improve the early stages of the robotic process automation lifecycle

A Jimenez-Ramirez, HA Reijers, I Barba… - … Conference, CAiSE 2019 …, 2019 - Springer
… The analyst may either decide to finish the discovery cycle or generate a new configuration,
… could be to discover each single-user process model first and then merge them into a single …

Accelerating strain engineering in biofuel research via build and test automation of synthetic biology

J Zhang, Y Chen, L Fu, E Guo, B Wang, L Dai… - Current Opinion in …, 2021 - Elsevier
… to automation in the build and test steps of the DBTL cycle, and … was devised to help discover
a multicopper oxidase from … the BioAutomata method combining Bayesian algorithm and …

How much automation does a data scientist want?

D Wang, QV Liao, Y Zhang, U Khurana… - arXiv preprint arXiv …, 2021 - arxiv.org
… consider explainability as an essential piece of the puzzle in … centric steps: discovery of data,
capture of data, design of data… more research teams joining this effort of designing human-in…

Automation and data-driven design of polymer therapeutics

R Upadhya, S Kosuri, M Tamasi, TA Meyer… - Advanced drug delivery …, 2021 - Elsevier
… impacting small molecule drug discovery and showing signs of … , multiple freeze/thaw cycles,
and precipitation purification … investigated the potential of combining oxygen-tolerant Enz-…

Autonomous discovery in the chemical sciences part II: outlook

CW Coley, NS Eyke, KF Jensen - … Chemie International Edition, 2020 - Wiley Online Library
fundamental question yet to be addressed in studies combining data mining with automated
… that have demonstrated closed-loop designmaketest cycles have been proof of concepts …

Defining levels of automated chemical design

B Goldman, S Kearnes, T Kramer, P Riley… - Journal of medicinal …, 2022 - ACS Publications
… and have associated models for predicting and combining them. In lower level systems, the
… prospective drug discovery projects is limited; during the active learning update cycle, the …

Autonomous discovery in the chemical sciences part I: Progress

CW Coley, NS Eyke, KF Jensen - … Chemie International Edition, 2020 - Wiley Online Library
… An analogous cycle for searching hypothesis space could be … how automation and machine
autonomy influence discovery … Rather than combining them into a single scalar metric to …

[图书][B] Fundamentals of software engineering: designed to provide an insight into the software engineering concepts

H Mohapatra, AK Rath - 2020 - books.google.com
… methods tied to the automation or support of human decision … that were not discovered in
earlier stages of the life cycle, … the design document and would discover the program designer

[HTML][HTML] Applying DevOps practices of continuous automation for machine learning

I Karamitsos, S Albarhami, C Apostolopoulos - Information, 2020 - mdpi.com
… have shorter and frequent release cycle, improve software quality, … merges development,
testing, and deployment operations … We discovered that the manual ML method produces high …

Improving agile software development using user-centered design and lean startup

M Zorzetti, I Signoretti, L Salerno, S Marczak… - Information and …, 2022 - Elsevier
… Some authors suggest combining agile methods with discovery… heavy use of build-measure-learn
cycles. The combined … product processes to automate them into the application. …