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The Dawn of a New Pharmaceutical Epoch: Can AI and Robotics Reshape Drug Formulation?

Autor: Bannigan P; Intrepid Labs Inc., MaRS Centre, West Tower, 661 University Avenue Suite 1300, Toronto, ON, M5G 0B7, Canada., Hickman RJ; Intrepid Labs Inc., MaRS Centre, West Tower, 661 University Avenue Suite 1300, Toronto, ON, M5G 0B7, Canada., Aspuru-Guzik A; Intrepid Labs Inc., MaRS Centre, West Tower, 661 University Avenue Suite 1300, Toronto, ON, M5G 0B7, Canada.; Department of Chemical Engineering and Applied Chemistry, University of Toronto, Toronto, ON, M5S 3E5, Canada.; Acceleration Consortium, University of Toronto, Toronto, ON, M5S 3H6, Canada.; Department of Chemistry, University of Toronto, Toronto, ON, M5S 3H6, Canada., Allen C; Intrepid Labs Inc., MaRS Centre, West Tower, 661 University Avenue Suite 1300, Toronto, ON, M5G 0B7, Canada.; Department of Chemical Engineering and Applied Chemistry, University of Toronto, Toronto, ON, M5S 3E5, Canada.; Acceleration Consortium, University of Toronto, Toronto, ON, M5S 3H6, Canada.; Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, M5S 3M2, Canada.

Publikováno v: Advanced healthcare materials [Adv Healthc Mater] 2024 Nov; Vol. 13 (29), pp. e2401312. Date of Electronic Publication: 2024 Aug 18.

Delocalized, asynchronous, closed-loop discovery of organic laser emitters.

Autor: Strieth-Kalthoff F; Department of Chemistry, University of Toronto, Toronto, ON, Canada.; Department of Computer Science, University of Toronto, Toronto, ON, Canada., Hao H; Department of Chemistry, University of Toronto, Toronto, ON, Canada.; Department of Computer Science, University of Toronto, Toronto, ON, Canada.; Acceleration Consortium, University of Toronto, Toronto, ON, Canada., Rathore V; Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, IL, USA.; Molecule Maker Lab, Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL, USA., Derasp J; Department of Chemistry, University of British Columbia, Vancouver, BC, Canada., Gaudin T; Department of Computer Science, University of Toronto, Toronto, ON, Canada., Angello NH; Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, IL, USA.; Molecule Maker Lab, Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL, USA.; Molecule Maker Lab Institute, Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA., Seifrid M; Department of Chemistry, University of Toronto, Toronto, ON, Canada.; Department of Computer Science, University of Toronto, Toronto, ON, Canada.; Department of Materials Science and Engineering, North Carolina State University, Raleigh, NC, USA., Trushina E; School of Chemistry, University of Glasgow, Glasgow, UK., Guy M; Department of Chemistry, University of British Columbia, Vancouver, BC, Canada., Liu J; Department of Chemistry, University of British Columbia, Vancouver, BC, Canada., Tang X; Center for Organic Photonics and Electronics Research (OPERA), Kyushu University, Fukuoka, Japan., Mamada M; Center for Organic Photonics and Electronics Research (OPERA), Kyushu University, Fukuoka, Japan., Wang W; Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, IL, USA.; Molecule Maker Lab, Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL, USA.; Molecule Maker Lab Institute, Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA., Tsagaantsooj T; Center for Organic Photonics and Electronics Research (OPERA), Kyushu University, Fukuoka, Japan., Lavigne C; Department of Chemistry, University of Toronto, Toronto, ON, Canada.; Department of Computer Science, University of Toronto, Toronto, ON, Canada., Pollice R; Department of Chemistry, University of Toronto, Toronto, ON, Canada.; Department of Computer Science, University of Toronto, Toronto, ON, Canada., Wu TC; Department of Chemistry, University of Toronto, Toronto, ON, Canada.; Department of Computer Science, University of Toronto, Toronto, ON, Canada., Hotta K; Department of Chemistry, University of Toronto, Toronto, ON, Canada.; Department of Computer Science, University of Toronto, Toronto, ON, Canada.; Mitsubishi Chemical Corporation Science & Innovation Center, Kanagawa, Japan., Bodo L; Department of Chemistry, University of Toronto, Toronto, ON, Canada., Li S; Department of Chemistry, University of Toronto, Toronto, ON, Canada., Haddadnia M; Department of Chemistry, University of Toronto, Toronto, ON, Canada.; Vector Institute for Artificial Intelligence, Toronto, ON, Canada., Wołos A; Allchemy Inc., Highland, IN, USA.; Institute of Organic Chemistry, Polish Academy of Sciences, Warsaw, Poland., Roszak R; Allchemy Inc., Highland, IN, USA.; Institute of Organic Chemistry, Polish Academy of Sciences, Warsaw, Poland., Ser CT; Department of Chemistry, University of Toronto, Toronto, ON, Canada.; Department of Computer Science, University of Toronto, Toronto, ON, Canada., Bozal-Ginesta C; Department of Chemistry, University of Toronto, Toronto, ON, Canada.; Department of Computer Science, University of Toronto, Toronto, ON, Canada.; Catalonia Institute for Energy Research, Barcelona, Spain., Hickman RJ; Department of Chemistry, University of Toronto, Toronto, ON, Canada.; Department of Computer Science, University of Toronto, Toronto, ON, Canada., Vestfrid J; Department of Chemistry, University of Toronto, Toronto, ON, Canada.; Department of Computer Science, University of Toronto, Toronto, ON, Canada., Aguilar-Granda A; Department of Chemistry, University of Toronto, Toronto, ON, Canada.; Department of Computer Science, University of Toronto, Toronto, ON, Canada., Klimareva EL; School of Chemistry, University of Glasgow, Glasgow, UK., Sigerson RC; School of Chemistry, University of Glasgow, Glasgow, UK., Hou W; School of Chemistry, University of Glasgow, Glasgow, UK., Gahler D; School of Chemistry, University of Glasgow, Glasgow, UK., Lach S; School of Chemistry, University of Glasgow, Glasgow, UK., Warzybok A; School of Chemistry, University of Glasgow, Glasgow, UK.; Department of Chemical Physics, Jagiellonian University, Krakow, Poland., Borodin O; School of Chemistry, University of Glasgow, Glasgow, UK., Rohrbach S; School of Chemistry, University of Glasgow, Glasgow, UK., Sanchez-Lengeling B; Google Research, Brain Team, Cambridge, MA, USA., Adachi C; Center for Organic Photonics and Electronics Research (OPERA), Kyushu University, Fukuoka, Japan., Grzybowski BA; Institute of Organic Chemistry, Polish Academy of Sciences, Warsaw, Poland.; Center for Algorithmic and Robotized Synthesis, Institute for Basic Science, Ulsan, Republic of Korea.; Department of Chemistry, Ulsan Institute of Science and Technology, Ulsan, Republic of Korea., Cronin L; Acceleration Consortium, University of Toronto, Toronto, ON, Canada.; School of Chemistry, University of Glasgow, Glasgow, UK., Hein JE; Acceleration Consortium, University of Toronto, Toronto, ON, Canada.; Department of Chemistry, University of British Columbia, Vancouver, BC, Canada.; Department of Chemistry, University of Bergen, Bergen, Norway., Burke MD; Acceleration Consortium, University of Toronto, Toronto, ON, Canada.; Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, IL, USA.; Molecule Maker Lab, Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL, USA.; Molecule Maker Lab Institute, Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA.; Cancer Center at Illinois, University of Illinois at Urbana-Champaign, Urbana, IL, USA.; Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign, Urbana, IL, USA., Aspuru-Guzik A; Department of Chemistry, University of Toronto, Toronto, ON, Canada.; Department of Computer Science, University of Toronto, Toronto, ON, Canada.; Acceleration Consortium, University of Toronto, Toronto, ON, Canada.; Vector Institute for Artificial Intelligence, Toronto, ON, Canada.; Department of Chemical Engineering and Applied Chemistry, University of Toronto, Toronto, ON, Canada.; Department of Materials Science and Engineering, University of Toronto, Toronto, ON, Canada.; Canadian Institute for Advanced Research (CIFAR), Toronto, ON, Canada.

Publikováno v: Science (New York, N.Y.) [Science] 2024 May 17; Vol. 384 (6697), pp. eadk9227. Date of Electronic Publication: 2024 May 17.