Autonomous Science
INVITED · G51 · ID: 784500
Presentations
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A Cloud-based AI-driven Autonomous Lab
ORAL · Invited
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Publication: [1] IBM Research Europe, Chem. Sci., 2018, 9, 6091-6098<br>[2] IBM Research Europe, ACS Cent. Sci. 2019, 5, 9, 1572-1583<br>[3] IBM Research Europe, Chem. Sci., 2020, 11, 3316-3325<br>[4] IBM Research Europe, Nat. Comm., 2020, 11, 3601<br>[5] IBM Research Europe, Nat. Comm., 2021, 12, 2573<br>[6] IBM Research Europe, Nat. Mach. Intel., 2021, 3, 144–152 <br>[7] IBM Research Europe, Mach. Learn.: Sci. Technol., 2021, 2, 015016<br>[8] https://rxn.res.ibm.com <br>
Presenters
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Teodoro Laino
IBM
Authors
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Teodoro Laino
IBM
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Autonomous learning of behavioral policies
ORAL · Invited
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Presenters
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Massimo Vergassola
LPENS, UCSD/ENS Paris, Ecole Normale Superieure Paris
Authors
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Massimo Vergassola
LPENS, UCSD/ENS Paris, Ecole Normale Superieure Paris
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Magnetic control of tokamak plasmas through deep reinforcement learning
ORAL · Invited
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Presenters
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Ian Davies
Deepmind Technologies
Authors
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Ian Davies
Deepmind Technologies
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Autonomous Materials Science
ORAL · Invited
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Presenters
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Aaron Kusne
National Institute of Standards and Technology
Authors
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Aaron Kusne
National Institute of Standards and Technology
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Rheostats and toggles switches for modulating protein function: A Cautionary Tale
ORAL · Invited
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Publication: 2022 Ruggiero M, Malhotra S, Fenton AW, Swint-Kruse L, Karanicolas J, and Hagenbuch B. Structural plasticity is a feature of rheostat positions in the human Na+/taurocholate cotransporting polypeptide (NTCP). Int J Mol Sci. 23: 3211. doi: 10.3390/ijms23063211. PMID: 35328632<br><br>2022 Page BM, Martin TA, Wright CL, Fenton LA, Villar MT, Tang Q, Artigues A, Lamb A, Fenton AW and Swint-Kruse L. Odd one out? Functional tuning of Zymomonas mobilis pyruvate kinase is narrower than its allosteric, human counterpart. Protein Science 7:e4336. PMID: 35762709 DOI: 10.1002/pro.4336 <br><br>2021 Swint-Kruse L, Martin TA, Page BM, Wu T, Gerhart P, Dougherty LL, Tang Q, and W. Fenton AW. Rheostat functional outcomes occur when substitutions are introduced at nonconserved positions that diverge with speciation. Protein Science, 30: 1833-1853. PMID: 34076313<br><br>2021 Ruggiero MJ, Malhotra S, Fenton AW, Swint-Kruse L, Karanicolas J, and Hagenbuch B. A clinically-relevant polymorphism in the sodium/taurocholate co-transporting polypeptide (NTCP) occurs at a rheostat position. J. Biol. Chem. 296: 100047. PMID: 33168628<br><br>2021 Campitelli P, Swint-Kruse L, and Ozkan SB. Substitutions at non-conserved rheostat positions modulate function by re-wiring long-range, dynamic interactions. Mol Biol Evol. 38: 201-214. PMID: 32780837<br><br>2017 Miller M.*, Bromberg, Y.*, Swint-Kruse, L*. Computational predictors fail to identify amino acid substitution effects at rheostat positions. Sci Reports. 7:41329. PMID: 28134345
Presenters
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Liskin Swint-Kruse
Univ. Kansas Medical Center
Authors
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Liskin Swint-Kruse
Univ. Kansas Medical Center
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