3,382 Matching Annotations
  1. Apr 2022
    1. Youyang Gu. (2021, May 25). Is containing COVID-19 a requirement for preserving the economy? My analysis suggests: Probably not. In the US, there is no correlation between Covid deaths & changes in unemployment rates. However, blue states are much more likely to have higher increases in unemployment. 🧵 https://t.co/JrikBtawEb [Tweet]. @youyanggu. https://twitter.com/youyanggu/status/1397230156301930497

    1. Trevor Bedford. (2022, January 10). Given ~680k cases per day, this would in turn suggest 0.8% or 1% of the US being infected with SARS-CoV-2 every day. This would translate to perhaps 5% or 10% of individuals currently infected with SARS-CoV-2 in the US. 15/15 [Tweet]. @trvrb. https://twitter.com/trvrb/status/1480610448563060738

    1. Lewis, S. J., Dack, K., Relton, C. L., Munafo, M. R., & Smith, G. D. (2021). Was the risk of death among the population of teachers and other school workers in England and Wales due to COVID-19 and all causes higher than other occupations during the pandemic in 2020? An ecological study using routinely collected data on deaths from the Office for National Statistics. BMJ Open, 11(11), e050656. https://doi.org/10.1136/bmjopen-2021-050656

    1. Locally, Curry said troopers handled 275 distracted driving crashes in 2020, 322 in 2021 and 47 so far this year. He added local troopers issued 267 distracted driving citations in 2020, 299 in 202 and 51 so far this year.

      This article was published on April 9th, (Day 99 of 2022) which is 27% through the year. So based on the data provided, what can we expect?

      In terms of CRASHES, we've had 47 so far when 27% of the way through 2020 and 2021 we would have had 75 and 87 crashes by now (assuming that distracted driving crashes are generally evenly distributed through the year) - so we're on track for 173 distracted driving crashes this year; that's only a little over half (54% of last year's numbers).

      As they said in the first paragraph:

      The Delaware Post of the Ohio State Highway Patrol is stepping up enforcement this month in an effort to curb distracted driving, which the agency reports is leading to increased traffic crashes and deaths statewide.

      ...so they're doing this on a PR schedule - not because the numbers are up - in fact, the numbers are down locally by a huge margin.

      With Troopers focusing on this, it means they're not focusing on safety problems that are increasing.

    1. Let’s look at a recent paper by Xia, Bao, Lo, Xing, Hassan, & Li entitled Measuring Program Comprehension: A Large-Scale Field Study with Professionals and published in IEEE Transactions on Software Engineering, 44, 951-976, 2018. This paper is quite interesting in that it describes in great details how the figures are obtained. And it says that Comprehension took on average ~58%.

      Developers spend most of their time figuring the system out

    1. A New York Times article uses the same temperature dataset you have been using to investigate the distribution of temperatures and temperature variability over time. Read through the article, paying close attention to the descriptions of the temperature distributions.

      Unfortunately, like most NYT content, this article is behind a paywall. I'm partly reading this as I plan to develop a set of open education resources myself and the problem of how to manage dead/unavailable links looks like a key stumbling block.

    1. Tyler Black, MD. (2021, December 10). Statistics Canada has been asking kids about mental health during the pandemic. Initially, after the first 5 months (with school shutdowns, summer break, lots of restrictions), more kids said they were better than worse, most reported no change. 86% “No change or better” [/1] https://t.co/3shKtrxEVU [Tweet]. @tylerblack32. https://twitter.com/tylerblack32/status/1469380405451100162

  2. Mar 2022
    1. ReconfigBehSci on Twitter: ‘@alexdefig are you really going to claim that responses to the introduction of passports on uptake across 4 other countries are evidentially entirely irrelevant to whether or not passports are justified or not?’ / Twitter. (n.d.). Retrieved 31 March 2022, from https://twitter.com/SciBeh/status/1444358068280565764

    1. Strategic, cost-efficient evidence-building relies onstrong data governance that facilitates the access, pro-tection, and use of program and other administrativedata to enable and support secondary uses, including for
    2. The statutemakes agency evidence-building plans, known as LearningAgendas, foundational to building a culture of evidencegeneration and use.
    1. Unwin, H. J. T., Hillis, S., Cluver, L., Flaxman, S., Goldman, P. S., Butchart, A., Bachman, G., Rawlings, L., Donnelly, C. A., Ratmann, O., Green, P., Nelson, C. A., Blenkinsop, A., Bhatt, S., Desmond, C., Villaveces, A., & Sherr, L. (2022). Global, regional, and national minimum estimates of children affected by COVID-19-associated orphanhood and caregiver death, by age and family circumstance up to Oct 31, 2021: An updated modelling study. The Lancet Child & Adolescent Health, 6(4), 249–259. https://doi.org/10.1016/S2352-4642(22)00005-0

    1. The audit found that the CIO has limited insight into each Sector’s entire data holdings given a decentralized model, and lack of centralized guidance, standard definitions, and corporate data management system. CMSS representatives acknowledged that the NRCan Data Inventory is not a complete listing of NRCan datasets; however, it was found that it serves as a good starting point in identifying datasets held within the Department. However, per TBS guidance, a complete departmental inventory should include a list of all datasets even if they are identified as not eligible for release.
    1. Kerr, P. J., Cattadori, I. M., Liu, J., Sim, D. G., Dodds, J. W., Brooks, J. W., Kennett, M. J., Holmes, E. C., & Read, A. F. (2017). Next step in the ongoing arms race between myxoma virus and wild rabbits in Australia is a novel disease phenotype. Proceedings of the National Academy of Sciences, 114(35), 9397–9402. https://doi.org/10.1073/pnas.1710336114

    1. Eran Segal. (2021, August 17). Israel data showing the decay of vaccine efficacy over time. Y-axis is cases per 1000 from July 7 to Aug 10, for unvaccinated, and for people vaccinated at different times Cases are higher in those vaxed earlier Despite world-data caveats, this seems quite compelling https://t.co/5aNz48AC8F [Tweet]. @segal_eran. https://twitter.com/segal_eran/status/1427696623988117505

    2. Natalie E. Dean, PhD. (2021, August 17). Real-world data from Israel show a growing gap between the earliest vaccinated (blue arrow) and the recently vaccinated (green arrow) within age groups. Confounding is always a concern (are these groups fundamentally different?) but the magnitude of the difference is notable. Https://t.co/s8pevRbax8 [Tweet]. @nataliexdean. https://twitter.com/nataliexdean/status/1427703094062706691

    1. Learn Data Science from IIT Madras faculty & Industry experts and earn a Data Science certification from India's best Engineering College. Become a Data Scientist through multiple data Science courses covered in this 7-month data science certification program with hands-on exercises & Project work.

      This Data Science Course is offered by Intellipaat in collaboration with IIT Madras (one of the renowned institutes in India) to help you master Data Science skills like Python, programming, Data Visualization, Statistical analysis and computing, Deep Learning, etc.

      Eager to step into the field of Data Science? Explore the Page now!

    1. Data integrity is a good thing. Constraining the values allowed by your application at the database-level, rather than at the application-level, is a more robust way of ensuring your data stays sane.
    1. This is particularly useful in cases where you want to separate your data migrations from your schema migrations or where you have multiple steps in your migration process that must have other steps invoked throughout.
    1. The code will work without exception but it doesn’t set correct association, because the defined classes are under namespace AddStatusToUser. This is what happens in reality: role = AddStatusToUser::Role.create!(name: 'admin') AddStatusToUser::User.create!(nick: '@ka8725', role: role)
    1. There are three keys to backfilling safely: batching, throttling, and running it outside a transaction. Use the Rails console or a separate migration with disable_ddl_transaction!.
    2. Active Record creates a transaction around each migration, and backfilling in the same transaction that alters a table keeps the table locked for the duration of the backfill. class AddSomeColumnToUsers < ActiveRecord::Migration[7.0] def change add_column :users, :some_column, :text User.update_all some_column: "default_value" end end
    1. No need to construct strings that then need to be deconstructed later.
    2. I believe we need the break free of these anachronistic designs and use event loggers, not message loggers
    3. µ/log's idea is to replace the "3 Pillars of Observability" with a more fundamental concept: "the event"

      bold goal

    4. Event-based data is easy to index, search, augment, aggregate and visualise therefore can easily replace traditional logs, metrics and traces.
    1. Linked data makes it possible to completely decouple computable information from the system that ordinarily houses it.
    1.  75% of people in the U.S. never tweet.On an average weeknight in January, just 1% of U.S. adults watched primetime Fox News (2.2 million). 0.5% tuned into MSNBC (1.15 million).Nearly three times more Americans (56%) donated to charities during the pandemic than typically give money to politicians and parties (21%).
    1. ReconfigBehSci. (2022, February 17). @thackerpd @STWorg “carping about anti-vaxxers”? You mean constant attempts to try and save lives and end pandemic by generating, curating and promoting research data on the benefits of vaccination and/or generating, curating and promoting data that undercuts the wilful disinformation on vaxx? [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1494201269724012546

    1. Working on a new data visceralization. I’m particularly interested in the tactile quality of this one. Covid deaths from 3/2020-6/2021

      Working on a new data visceralization. I’m particularly interested in the tactile quality of this one. Covid deaths from 3/2020-6/2021 pic.twitter.com/MjFZCqDP4x

      — Jacqueline Wernimont (@profwernimont) March 1, 2022
      <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
  3. Feb 2022
    1. let zeta = getProcessControl.bind(this); Object.setPrototypeOf(zeta, Object.getPrototypeOf(this)); return zeta;

      useful pattern

    1. Linked Data bezieht sich dabei auf die technische Aufbereitung der Daten, so dass eine Verknüpfung (Linking) der Daten möglich ist. Das dabei zum Einsatz kommende Datenmodell ist RDF, das ursprünglich für das Semantic Web entwickelt wurde.
    1. When the C.D.C. published the first significant data on the effectiveness of boosters in adults younger than 65 two weeks ago, it left out the numbers for a huge portion of that population: 18- to 49-year-olds, the group least likely to benefit from extra shots, because the first two doses already left them well-protected.

      US is not only the worst country from a death/cases standpoint, but also its governmental health services are not adept to the task.

      US is a failed state in many domains outside defense & security.

    1. Cornelius Roemer. (2022, February 12). Fantastic work by @UKHSA comparing serial intervals of BA.1, BA.2 and Delta as published in the most recent technical briefing. BA.2 seems to have even shorter serial interval than BA.1 This could help explain different relative growth rates of BA.2 vs BA.1 in different countries https://t.co/Gch94Ew8CX [Tweet]. @CorneliusRoemer. https://twitter.com/CorneliusRoemer/status/1492434232664375304

    1. Altarawneh, H. N., Chemaitelly, H., Hasan, M. R., Ayoub, H. H., Qassim, S., AlMukdad, S., Coyle, P., Yassine, H. M., Al-Khatib, H. A., Benslimane, F. M., Al-Kanaani, Z., Al-Kuwari, E., Jeremijenko, A., Kaleeckal, A. H., Latif, A. N., Shaik, R. M., Abdul-Rahim, H. F., Nasrallah, G. K., Al-Kuwari, M. G., … Abu-Raddad, L. J. (2022). Protection against the Omicron Variant from Previous SARS-CoV-2 Infection. New England Journal of Medicine, 0(0), null. https://doi.org/10.1056/NEJMc2200133

    1. To achieve nimbleness, we can simplify the data landscape by using a semantic fabric, popularly called data fabric, based on a strong Metadata Management operating model.

      data fabric

    1. Wordle's spread on social media was enabled in part by its low-tech approach for e.g. sharing scores.

      One low-tech approach that could've been used here for data persistence would be to generate and prompt the user to save their latest scorecard in PDF or Word format—only it's not a PDF or Word format, but instead "wordlescore.html" file, albeit one that they are able to save to disk and double click to open all the same. When they need to update their scorecard with today's data, you use window.open to show a page that prompts the user to open their most recent scorecard (using either Ctrl+/Cmd+O, or by navigating to the place where they saved it on disk via bookmark). What's not apparent on sight alone is that their wordlescore.html also contains a JS payload as an inline script. When wordlescore.html is opened, it's able to communicate with the Wordle tab via postMessage to window.opener, request the newest data from the app, and then update wordlescore.html itself as appropriate.

    1. Alastair Grant. (2022, February 16). Samples likely to be BA.2 (SGT positive in TaqPath data) now make up 34% of COVID cases in England. The proportion has roughly doubled in a week. That represents a growth in absolute numbers of BA.2, even if overall infections are falling at the same rate as reported cases https://t.co/LNr5baChby [Tweet]. @AlastairGrant4. https://twitter.com/AlastairGrant4/status/1493880986660225024

    1. Data Mining und Knowledge Discovery in Databases be-inhalten Methoden der Informations- und Wissensextraktion aus strukturierten Datensätzen [99].

      Data Mining-Systeme

    2. Entscheidungs- und Führungsinformationssysteme beruhen zumeist auf bereichsbezogenen, integrierten und zeitlich veränderli-chen Datensammlungen, sog. Data Warehouses.

      Data-Warehouse-Systeme:

    1. Deepti Gurdasani. (2022, January 10). Lots of people dismissing links between COVID-19 and all-cause diabetes. An association that’s been shown in multiple studies- whether this increase is due to more diabetes or SARS2 precipitating diabetic keto-acidosis allowing these to be diagnosed is not known. A brief look👇 [Tweet]. @dgurdasani1. https://twitter.com/dgurdasani1/status/1480546865812840450

    1. Eric Feigl-Ding. (2022, January 17). Pandemic leadership matters. #COVID19 mortality per capita by state. 📍Public health is policy, policy is politics. 📍Human behavior is often driven by misinformation. 📍Misinformation is often driven by politics. 📍Politics can be changed by voting—Unless voters can’t. Https://t.co/pFkndQZrfr [Tweet]. @DrEricDing. https://twitter.com/DrEricDing/status/1483181226815012867

    1. APPG on Coronavirus. (2022, January 18). 🗣Dr.Claire Steves continued: “Looking in the national core studies, from cohort studies across the UK we’ve looked at 10 different longitudinal studies. Our best estimates are that about 5% of middle aged people are experiencing long term.. 27/ #APPGCoronavirus #LongCovid [Tweet]. @AppgCoronavirus. https://twitter.com/AppgCoronavirus/status/1483453895061999618

    1. Adam Kucharski. (2022, January 18). Below analysis was two years ago (https://bbc.co.uk/news/health-51148303). As well as providing an early warning about the COVID threat, it’s a good illustration of what is often an under-appreciated point: If we want to make sense of epidemic data and dynamics in real-time, we need models… 1/ https://t.co/ZdpzOq3Bzp [Tweet]. @AdamJKucharski. https://twitter.com/AdamJKucharski/status/1483368504392880128

    1. F. Perry Wilson, MD MSCE. (2022, February 4). If you, like me, are “skipping ahead” during the ACIP meeting re: Moderna vaccine—This slide really drives home the benefit / risk paradigm among the group at highest risk of myocarditis (men 18-35). 2 million shots = 1903 avoided hospitalizations, and 68 myocarditis cases. Https://t.co/3nzWXGXyD1 [Tweet]. @fperrywilson. https://twitter.com/fperrywilson/status/1489649379979972609

    1. neuer Typ von Datenplattform für die Speicherung, Integrationund Analyse aller Arten von (Roh-)daten etabliert

      Data Lake als ein neuer Typ von Datenplattform

    2. Data-Lake-Management-Plattformen stellen Werkzeugen-Suiten dar, die auf der Basiseines Datenkatalogs weitere Funktionalitäten für das Datenmanagement im Data Lakeintegrieren. Typischerweise geht es um ergänzende Funktionalitäten für ETL, Self-Service-Data-Preparation und Datenföderation (engl. data federation), die eng mit dem Datenkatalogintegriert sind.

      Data-Lake-Management-Plattformen

    3. Den Kern für das Metadatenmanagement im Data Lake bilden originäre Data-Lake-Metadaten sowie Ergebnis-Metadaten

      Kern für das Metadatenmanagement im Data Lake

    4. Originäre Data-Lake-Metadaten sind Metadaten über die im Data Lake gespeichertenDaten, z.B. Daten in relationalen Datenbanken und Message-Queues des DataLake.

      Originäre Data-Lake-Metadaten

    5. Mit dem zunehmenden Einsatz von Data Lakes ergeben sich in der industriellen Praxiserweiterte Anforderungen, insbesondere hinsichtlich der Sicherstellung von Transparenz,Qualität und Compliance der Daten im Data Lake sowie der Unterstützung von Self-Service-Szenarien für Fachanwender. Diese Anforderungen machen Metadatenmanagement3imData Lake zum kritischen Erfolgsfaktor [QHV16, HGQ16]. Es soll damit verhindert werden,dass aus dem Data Lake ein Datensumpf (engl. data swamp) [HGQ16] entsteht, also eineDatenplattform mit nicht mehr sinnvoll nutzbaren Daten.

      Metadatenmanagement für Data Lakes

    1. Sie helfen beispielsweise, die heterogenen Datensilos eines Unternehmens zu erschließen, sie intelligent zu verknüpfen, neu zu interpretieren und im Firmen-Intranet gezielt bereitzustellen.

      Potential von semantischen Technologien: Auflösung von heterogenen Daten-Silos Technologie: Linked Data

    1. Darüber hinaus ist ein wichtiger Trend Linked Data im Unternehmensumfeld zu etablieren, um eine neue Generation semantischer, vernetzter Daten-Anwendungen auf Basis des Linked Data Paradigmas zu entwickeln, zu etablieren und erfolgreich zu vermarkten. Im BMBF Wachstumskernprojekt „Linked Enterprise Data Services“ entsteht hierfür beispielsweise eine Technologieplattform, die es Unternehmen ermöglichen soll, neue Dienstleistungen im Web 3.0 zu etablieren.

      BMBF Wachstumskernprojekt „Linked Enterprise Data Services

    1. Because CENS was an academic research lab, faculty members held a large amount of power to decide which projects students pursued and what issues students faced during design, testing, and implem

      CENS seems like it takes its job seriously. Like I said in my other annotation for week 5. Just because data scientists are trying to root out bias in all forms doesn't mean it is always effective or that what is effective can't be improved.

    1. A third introduced me to an app that allowed us to upload bibliographic data to our personal databases just by scanning a book’s ISBN number with a phone camera.

      I'm pretty sure I can wire up something simple to do this to dovetail with Zotero.

    1. Eine wesentliche Idee von Linked Data ist es, dass Daten und Informationen un-terschiedlichster Herkunft und Struktur auf Basis von Standards interpretiert, (weiter-)verarbeitet, verknüpft und schließlich dem User in einer Form präsentiert werden können,sodass dieser seine Aufwände zur Informationsgewinnung und -aufbereitung verringernkann

      Leitidee von Linked Data

    2. bbil-dung 2.8 zeigt einen Überblick über die sogenannte „Linking Open Data Cloud“

      Abbildung

    1. Large enterprises and organizations use a vast variety ofdifferent information systems, databases, portals, wikis andKnowledge Bases [KBs] combining hundreds and thousandsof data and information sources.

      Problemstellung: Big Data

    2. The unified approachhas the advantage, that the enterprise has more control overthe data and quality, and the data querying is significantlyfaster.
    3. he transitionary approach is advisable when datasecurity plays a vital role.
    1. Krutika Kuppalli, MD FIDSA. (2022, January 14). If you had #COVID19 once you can get it again (and again). Risk of reinfection in England with #Omicron was ~5.4 fold higher compared to #Delta The relative risk were 6.36 & 5.02 for unvaxxd & vaxxd cases—Implies protection against reinfection by Omicron may be as low as 19% [Tweet]. @KrutikaKuppalli. https://twitter.com/KrutikaKuppalli/status/1482074117742288898

    1. Tyler Black, MD. (2022, January 4). /1 =-=-=-=-=-=-=- Thread: Mortality in 2020 and myths =-=-=-=-=-=-=- 2020, unsurprisingly, came with excess death. There was an 18% increase in overall mortality, year on year. But let’s dive in a little bit deeper. The @CDCgov has updated WONDER, its mortality database. Https://t.co/DbbvvbTAZQ [Tweet]. @tylerblack32. https://twitter.com/tylerblack32/status/1478501508132048901

    1. Adele Groyer. (2022, January 8). Friday report is now out. Https://covidactuaries.org/2022/01/07/the-friday-report-issue-58/ I am struck that perception of a “mild” Covid situation is relative. In SA natural deaths were >30% higher than predicted in Dec. The last time weekly death rates in E&W were more than 30% above 2015-19 levels was in Jan 2021. Https://t.co/S9fkn2WFVk [Tweet]. @AdeleGroyer. https://twitter.com/AdeleGroyer/status/1479760460589191170

  4. gingkowriter.com gingkowriter.com
    1. https://gingkowriter.com/

      This looks like an interesting tool for moving from notes to an outline to a written document. Could be interesting for dovetailing with a zettelkasten.

      How to move data from something like Obsidian to Ginko Writer though?

    1. Dr Emma Hodcroft. (2022, January 28). Just to clarify some confusion about what “Omicron” is. “Omicron” has always applied to the whole family (BA.1-3—We’ve known about them all since late-Nov/early-Dec). But the prevalence of BA.1 meant that it got shorthanded as ’Omicron’—That’s causing some confusion now!🥴 https://t.co/M4FwzGbluo [Tweet]. @firefoxx66. https://twitter.com/firefoxx66/status/1486999566725656576

    1. (((Howard Forman))). (2022, January 21). NYC update (GREAT news heading into weekend) Cases down 43% with positive rate 7.3% (Manhattan 6.2%). Lowest rate since December 15. Hospital census down 13% back to levels of January 2. All trends (except deaths) favorable. Thanks to everyone who has helped get us here. Https://t.co/MLmptWLxKv [Tweet]. @thehowie. https://twitter.com/thehowie/status/1484608013885480962

    1. Mike Honey 💉💉💉. (2022, January 27). Here’s the latest variant picture for Australia. BA.1 (Omicron) is still very dominant. The new sub-lineage BA.1.1 (with the Spike R346K mutation) is significant, but not growing rapidly. Https://t.co/LsOCkUQhai [Tweet]. @Mike_Honey_. https://twitter.com/Mike_Honey_/status/1486654152939765766

    1. BNO Newsroom. (2022, January 28). U.S. COVID update: Daily cases drop 13 days in a row, deaths still rising—New cases: 546,598—Average: 600,789 (-29,966)—States reporting: 46/50—In hospital: 143,574 (-2,881)—In ICU: 25,099 (-254)—New deaths: 3,061—Average: 2,525 (+88) Data: Https://newsnodes.com/us [Tweet]. @BNODesk. https://twitter.com/BNODesk/status/1486860664291446787

    1. Prof. Christina Pagel. (2022, January 31). Update on growth of Omicron subvariant BA.2 in England from Wellcome Sanger data. Growing in all regions. The main Omicron variant we’ve had so far is BA.1. There is then its child BA.1.1 with an extra mutation and its brother BA.2 which is pretty different to BA.1. 1/2 https://t.co/iVxrf01P4o [Tweet]. @chrischirp. https://twitter.com/chrischirp/status/1488127760291799041

    1. Elaine Maxwell. (2022, February 3). In the latest @ONS estimates of #LongCovid (up to 2nd Jan 2022), only 87 thousand of the 1.33 million cases were admitted to hospital with their acute Covid19 infection. [Tweet]. @maxwele2. https://twitter.com/maxwele2/status/1489179055412989953

    1. Viki Male on Twitter: “@jtmayes3 @kevinault Let’s begin by taking the 172,000 number at face value. About 190,000 ppl have been vaccinated during pregnancy in the US. So if that were true it’s a miscarriage rate of 90%… 1/ https://t.co/cXYXDv1UgB” / Twitter. (n.d.). Retrieved February 2, 2022, from https://twitter.com/VikiLovesFACS/status/1487313040785686528

  5. Jan 2022
    1. Routen, A., O’Mahoney, L., Ayoubkhani, D., Banerjee, A., Brightling, C., Calvert, M., Chaturvedi, N., Diamond, I., Eggo, R., Elliott, P., Evans, R. A., Haroon, S., Herret, E., O’Hara, M. E., Shafran, R., Stanborough, J., Stephenson, T., Sterne, J., Ward, H., & Khunti, K. (2022). Understanding and tracking the impact of long COVID in the United Kingdom. Nature Medicine, 28(1), 11–15. https://doi.org/10.1038/s41591-021-01591-4

    1. Tom Wenseleers. (2022, January 30). Seems that the second Omicron subvariant BA.2 may soon be about to cause cases to start rising again in South Africa... Or at least to stop the decline in new infections. Shows how fast immunity wanes & evolution can catch up. Https://t.co/3y4xqPgZ0L [Tweet]. @TWenseleers. https://twitter.com/TWenseleers/status/1487919837670219781

    1. Elliott, P., Eales, O., Bodinier, B., Tang, D., Wang, H., Jonnerby, J., Haw, D., Elliott, J., Whitaker, M., Walters, C., Atchison, C., Diggle, P., Page, A., Trotter, A., Ashby, D., Barclay, W., Taylor, G., Ward, H., Darzi, A., … Donnelly, C. (2022). Post-peak dynamics of a national Omicron SARS-CoV-2 epidemic during January 2022 [Working Paper]. http://spiral.imperial.ac.uk/handle/10044/1/93887

    1. Zimmerman, M. I., Porter, J. R., Ward, M. D., Singh, S., Vithani, N., Meller, A., Mallimadugula, U. L., Kuhn, C. E., Borowsky, J. H., Wiewiora, R. P., Hurley, M. F. D., Harbison, A. M., Fogarty, C. A., Coffland, J. E., Fadda, E., Voelz, V. A., Chodera, J. D., & Bowman, G. R. (2021). SARS-CoV-2 simulations go exascale to predict dramatic spike opening and cryptic pockets across the proteome. Nature Chemistry, 13(7), 651–659. https://doi.org/10.1038/s41557-021-00707-0