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Pandemic drugs at pandemic speed: infrastructure for accelerating COVID-19 drug discovery with hybrid machine learning- and physics-based simulations on high-performance computers.
Bhati AP, Wan S, Alfè D, Clyde AR, Bode M, Tan L, Titov M, Merzky A, Turilli M, Jha S, Highfield RR, Rocchia W, Scafuri N, Succi S, Kranzlmüller D, Mathias G, Wifling D, Donon Y, Di Meglio A, Vallecorsa S, Ma H, Trifan A, Ramanathan A, Brettin T, Partin A, Xia F, Duan X, Stevens R, Coveney PV. Bhati AP, et al. Among authors: highfield rr. Interface Focus. 2021 Oct 12;11(6):20210018. doi: 10.1098/rsfs.2021.0018. eCollection 2021 Dec 6. Interface Focus. 2021. PMID: 34956592 Free PMC article.
When we can trust computers (and when we can't).
Coveney PV, Highfield RR. Coveney PV, et al. Among authors: highfield rr. Philos Trans A Math Phys Eng Sci. 2021 May 17;379(2197):20200067. doi: 10.1098/rsta.2020.0067. Epub 2021 Mar 29. Philos Trans A Math Phys Eng Sci. 2021. PMID: 33775149 Free PMC article.
Big data need big theory too.
Coveney PV, Dougherty ER, Highfield RR. Coveney PV, et al. Among authors: highfield rr. Philos Trans A Math Phys Eng Sci. 2016 Nov 13;374(2080):20160153. doi: 10.1098/rsta.2016.0153. Philos Trans A Math Phys Eng Sci. 2016. PMID: 27698035 Free PMC article. Review.
Fractionating human intelligence.
Hampshire A, Highfield RR, Parkin BL, Owen AM. Hampshire A, et al. Among authors: highfield rr. Neuron. 2012 Dec 20;76(6):1225-37. doi: 10.1016/j.neuron.2012.06.022. Neuron. 2012. PMID: 23259956 Free article.