Matches in SemOpenAlex for { <https://semopenalex.org/work/W4366551388> ?p ?o ?g. }
- W4366551388 abstract "Multi-step retrosynthetic route planning (MRRP) is the core task in synthetic chemistry, in which chemists recursively deconstruct a target molecule to find a set of reactants that make up the target. MRRP is challenging in that the search space is vast, and chemists are often lost in the process. Existing AI models can achieve automatic MRRP fast, but they only work on relatively simple targets, which leaves complex molecules under chemists’ expertise. To facilitate MRRP of complex molecules, we proposed a human-AI collaborative system, RetroLens, through a participatory design process. AI can contribute by two approaches: joint action and algorithm-in-the-loop. Deconstruction steps are allocated to chemists or AI based on their capabilities and AI recommends candidate revision steps to fix problems along the way. A within-subjects study (N=18) showed that chemists who used RetroLens reported faster MRRP, broader design space exploration, higher confidence in their planning, and lower cognitive load." @default.
- W4366551388 created "2023-04-22" @default.
- W4366551388 creator A5019663384 @default.
- W4366551388 creator A5026376235 @default.
- W4366551388 creator A5034823616 @default.
- W4366551388 creator A5044403966 @default.
- W4366551388 creator A5046515661 @default.
- W4366551388 creator A5080784704 @default.
- W4366551388 creator A5081647900 @default.
- W4366551388 date "2023-04-19" @default.
- W4366551388 modified "2023-10-01" @default.
- W4366551388 title "RetroLens: A Human-AI Collaborative System for Multi-step Retrosynthetic Route Planning" @default.
- W4366551388 cites W1116289313 @default.
- W4366551388 cites W1625390266 @default.
- W4366551388 cites W1757990252 @default.
- W4366551388 cites W1975147762 @default.
- W4366551388 cites W2003238113 @default.
- W4366551388 cites W2039840297 @default.
- W4366551388 cites W2039981320 @default.
- W4366551388 cites W2057862715 @default.
- W4366551388 cites W2089953456 @default.
- W4366551388 cites W2099531266 @default.
- W4366551388 cites W2113798388 @default.
- W4366551388 cites W2115556748 @default.
- W4366551388 cites W2166145477 @default.
- W4366551388 cites W2288354274 @default.
- W4366551388 cites W2324964582 @default.
- W4366551388 cites W2510911826 @default.
- W4366551388 cites W2564894686 @default.
- W4366551388 cites W2594080473 @default.
- W4366551388 cites W2611288106 @default.
- W4366551388 cites W2621742623 @default.
- W4366551388 cites W2753426599 @default.
- W4366551388 cites W2775513609 @default.
- W4366551388 cites W2783658781 @default.
- W4366551388 cites W2789615344 @default.
- W4366551388 cites W2789913372 @default.
- W4366551388 cites W2794079986 @default.
- W4366551388 cites W2795616078 @default.
- W4366551388 cites W2890481183 @default.
- W4366551388 cites W2901895173 @default.
- W4366551388 cites W2910734083 @default.
- W4366551388 cites W2915930794 @default.
- W4366551388 cites W2916904544 @default.
- W4366551388 cites W2941860851 @default.
- W4366551388 cites W2942187249 @default.
- W4366551388 cites W2942444880 @default.
- W4366551388 cites W2945295328 @default.
- W4366551388 cites W2947835681 @default.
- W4366551388 cites W2950504429 @default.
- W4366551388 cites W2954471638 @default.
- W4366551388 cites W2958514452 @default.
- W4366551388 cites W2970837303 @default.
- W4366551388 cites W2972608805 @default.
- W4366551388 cites W2979893369 @default.
- W4366551388 cites W2983137008 @default.
- W4366551388 cites W2998659621 @default.
- W4366551388 cites W3009202547 @default.
- W4366551388 cites W3009250573 @default.
- W4366551388 cites W3010145447 @default.
- W4366551388 cites W3014041726 @default.
- W4366551388 cites W3016099278 @default.
- W4366551388 cites W3031000691 @default.
- W4366551388 cites W3032816739 @default.
- W4366551388 cites W3093660685 @default.
- W4366551388 cites W3094771832 @default.
- W4366551388 cites W3101155908 @default.
- W4366551388 cites W3101792976 @default.
- W4366551388 cites W3102161834 @default.
- W4366551388 cites W3103751997 @default.
- W4366551388 cites W3119952098 @default.
- W4366551388 cites W3128928362 @default.
- W4366551388 cites W3130937151 @default.
- W4366551388 cites W3159250634 @default.
- W4366551388 cites W3160052160 @default.
- W4366551388 cites W3160872964 @default.
- W4366551388 cites W3161926791 @default.
- W4366551388 cites W3162399395 @default.
- W4366551388 cites W3163128657 @default.
- W4366551388 cites W3163411042 @default.
- W4366551388 cites W3163443091 @default.
- W4366551388 cites W3174318304 @default.
- W4366551388 cites W3176530335 @default.
- W4366551388 cites W4200064219 @default.
- W4366551388 cites W4220933119 @default.
- W4366551388 cites W4224940987 @default.
- W4366551388 cites W4224982655 @default.
- W4366551388 cites W4224988986 @default.
- W4366551388 cites W4224995305 @default.
- W4366551388 cites W4225087472 @default.
- W4366551388 cites W4283814751 @default.
- W4366551388 cites W4288086168 @default.
- W4366551388 doi "https://doi.org/10.1145/3544548.3581469" @default.
- W4366551388 hasPublicationYear "2023" @default.
- W4366551388 type Work @default.
- W4366551388 citedByCount "0" @default.
- W4366551388 crossrefType "proceedings-article" @default.
- W4366551388 hasAuthorship W4366551388A5019663384 @default.
- W4366551388 hasAuthorship W4366551388A5026376235 @default.
- W4366551388 hasAuthorship W4366551388A5034823616 @default.