Matches in SemOpenAlex for { <https://semopenalex.org/work/W4206181733> ?p ?o ?g. }
- W4206181733 endingPage "309" @default.
- W4206181733 startingPage "292" @default.
- W4206181733 abstract "High-fidelity computer-aided experimentation is becoming more accessible with the development of computing power and artificial intelligence tools. The advancement of experimental hardware also empowers researchers to reach a level of accuracy that was not possible in the past. Marching toward the next generation of self-driving laboratories, the orchestration of both resources lies at the focal point of autonomous discovery in chemical science. To achieve such a goal, algorithmically accessible data representations and standardized communication protocols are indispensable. In this perspective, we recategorize the recently introduced approach based on Materials Acceleration Platforms into five functional components and discuss recent case studies that focus on the data representation and exchange scheme between different components. Emerging technologies for interoperable data representation and multi-agent systems are also discussed with their recent applications in chemical automation. We hypothesize that knowledge graph technology, orchestrating semantic web technologies and multi-agent systems, will be the driving force to bring data to knowledge, evolving our way of automating the laboratory." @default.
- W4206181733 created "2022-01-26" @default.
- W4206181733 creator A5025047702 @default.
- W4206181733 creator A5027853980 @default.
- W4206181733 creator A5046757416 @default.
- W4206181733 creator A5057821475 @default.
- W4206181733 creator A5062571604 @default.
- W4206181733 creator A5065920425 @default.
- W4206181733 date "2022-01-10" @default.
- W4206181733 modified "2023-10-14" @default.
- W4206181733 title "From Platform to Knowledge Graph: Evolution of Laboratory Automation" @default.
- W4206181733 cites W1508604947 @default.
- W4206181733 cites W1798528872 @default.
- W4206181733 cites W1852306145 @default.
- W4206181733 cites W1966793653 @default.
- W4206181733 cites W1975147762 @default.
- W4206181733 cites W1991463958 @default.
- W4206181733 cites W1993497567 @default.
- W4206181733 cites W1996599952 @default.
- W4206181733 cites W1996673984 @default.
- W4206181733 cites W1998751443 @default.
- W4206181733 cites W2010224388 @default.
- W4206181733 cites W2015197254 @default.
- W4206181733 cites W2024844471 @default.
- W4206181733 cites W2032117162 @default.
- W4206181733 cites W2032361183 @default.
- W4206181733 cites W2043898072 @default.
- W4206181733 cites W2046505262 @default.
- W4206181733 cites W2053778958 @default.
- W4206181733 cites W2056637308 @default.
- W4206181733 cites W2065596367 @default.
- W4206181733 cites W2072550304 @default.
- W4206181733 cites W2076725847 @default.
- W4206181733 cites W2082545850 @default.
- W4206181733 cites W2084701755 @default.
- W4206181733 cites W2110279208 @default.
- W4206181733 cites W2117488115 @default.
- W4206181733 cites W2123306226 @default.
- W4206181733 cites W2126006677 @default.
- W4206181733 cites W2140611297 @default.
- W4206181733 cites W2143392414 @default.
- W4206181733 cites W2156332942 @default.
- W4206181733 cites W2169678694 @default.
- W4206181733 cites W2231133841 @default.
- W4206181733 cites W2275268482 @default.
- W4206181733 cites W2302501749 @default.
- W4206181733 cites W2325811289 @default.
- W4206181733 cites W2329211214 @default.
- W4206181733 cites W2347129741 @default.
- W4206181733 cites W2558921396 @default.
- W4206181733 cites W2605561541 @default.
- W4206181733 cites W2612130667 @default.
- W4206181733 cites W2612358188 @default.
- W4206181733 cites W2617008217 @default.
- W4206181733 cites W2742492277 @default.
- W4206181733 cites W2752586675 @default.
- W4206181733 cites W2769423117 @default.
- W4206181733 cites W2775714759 @default.
- W4206181733 cites W2799915630 @default.
- W4206181733 cites W2803496308 @default.
- W4206181733 cites W2804164439 @default.
- W4206181733 cites W2809157146 @default.
- W4206181733 cites W2810731239 @default.
- W4206181733 cites W2811443445 @default.
- W4206181733 cites W2883550289 @default.
- W4206181733 cites W2888545066 @default.
- W4206181733 cites W2890961624 @default.
- W4206181733 cites W2891182990 @default.
- W4206181733 cites W2893512291 @default.
- W4206181733 cites W2899070097 @default.
- W4206181733 cites W2901387949 @default.
- W4206181733 cites W2902762889 @default.
- W4206181733 cites W2902858129 @default.
- W4206181733 cites W2914611763 @default.
- W4206181733 cites W2921963218 @default.
- W4206181733 cites W2923101335 @default.
- W4206181733 cites W2940709072 @default.
- W4206181733 cites W2940826261 @default.
- W4206181733 cites W2947398416 @default.
- W4206181733 cites W2948382874 @default.
- W4206181733 cites W2959973337 @default.
- W4206181733 cites W2963834410 @default.
- W4206181733 cites W2964221236 @default.
- W4206181733 cites W2964525681 @default.
- W4206181733 cites W2968071222 @default.
- W4206181733 cites W2969638639 @default.
- W4206181733 cites W2971890617 @default.
- W4206181733 cites W2973057706 @default.
- W4206181733 cites W2974468034 @default.
- W4206181733 cites W2975047661 @default.
- W4206181733 cites W2976301483 @default.
- W4206181733 cites W2979688781 @default.
- W4206181733 cites W2980221293 @default.
- W4206181733 cites W2994738957 @default.
- W4206181733 cites W2996079257 @default.
- W4206181733 cites W3000510992 @default.
- W4206181733 cites W3003638998 @default.
- W4206181733 cites W3005596741 @default.