Evidence map›Paper›PMID 36647365›Full record

ArticleThe international journal of high performance computing applications2023

#COVIDisAirborne: AI-enabled multiscale computational microscopy of delta SARS-CoV-2 in a respiratory aerosol.

Abigail Dommer, Lorenzo Casalino, Fiona Kearns, Mia Rosenfeld, Nicholas Wauer, Surl-Hee Ahn, John Russo, Sofia Oliveira, Clare Morris, Anthony Bogetti and 42 more

Abstract read
In one paragraph

Article in The international journal of high performance computing applications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

47 citing papers in PubMed.

  1. Martini 3 Metabolome.Journal of chemical theory and computation · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Compartment-guided assembly of large-scale molecular models with Bentopy.Protein science : a publication of the Protein Society · 2026
    Article
  7. Review
  8. Article
  9. Article
  10. TS2CG as a Membrane Builder.Journal of chemical theory and computation · 2025
    Article
  11. Review
  12. Review
  13. Article
  14. Article
  15. Review
  16. Article
  17. Review
  18. Article
  19. Article
  20. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

52 authors.

Abigail DommerUC San Diego, La Jolla, CA, USA.
Lorenzo CasalinoUC San Diego, La Jolla, CA, USA.ORCID https://orcid.org/0000-0003-3581-1148
Fiona KearnsUC San Diego, La Jolla, CA, USA.
Mia RosenfeldUC San Diego, La Jolla, CA, USA.ORCID https://orcid.org/0000-0002-8961-8231
Nicholas WauerUC San Diego, La Jolla, CA, USA.
Surl-Hee AhnUC San Diego, La Jolla, CA, USA.ORCID https://orcid.org/0000-0002-3422-805X
John RussoOregon Health & Science University, Portland, OR, USA.ORCID https://orcid.org/0000-0002-2813-6554
Sofia OliveiraUniversity of Bristol, UK.ORCID https://orcid.org/0000-0001-8753-4950
Clare MorrisUC San Diego, La Jolla, CA, USA.ORCID https://orcid.org/0000-0002-4314-5387
Anthony BogettiUniversity of Pittsburgh, Pittsburgh, PA, USA.
Anda TrifanArgonne National Laboratory, Lemont, IL, USA.
Alexander BraceArgonne National Laboratory, Lemont, IL, USA.ORCID https://orcid.org/0000-0001-9873-9177
Terra SztainUC San Diego, La Jolla, CA, USA.
Austin ClydeArgonne National Laboratory, Lemont, IL, USA.
Heng MaArgonne National Laboratory, Lemont, IL, USA.
Chakra ChennubhotlaUniversity of Pittsburgh, Pittsburgh, PA, USA.
Hyungro LeeBrookhaven National Lab and Rutgers University.ORCID https://orcid.org/0000-0002-4221-7094
Matteo TurilliBrookhaven National Lab and Rutgers University.
Syma KhalidUniversity of Oxford, UK.
Teresa Tamayo-MendozaEntos, Inc., San Diego, CA, USA.
Matthew WelbornEntos, Inc., San Diego, CA, USA.
Anders ChristensenEntos, Inc., San Diego, CA, USA.
Daniel Ga SmithEntos, Inc., San Diego, CA, USA.
Zhuoran QiaoCalifornia Institute of Technology, Pasadena, CA, USA.ORCID https://orcid.org/0000-0002-5704-7331
Sai K SirumallaEntos, Inc., San Diego, CA, USA.
Michael O'ConnorEntos, Inc., San Diego, CA, USA.
Frederick ManbyEntos, Inc., San Diego, CA, USA.
Anima AnandkumarCalifornia Institute of Technology, Pasadena, CA, USA.ORCID https://orcid.org/0000-0002-6974-6797
David HardyUniversity of Illinois at Urbana-Champaign, Urbana, IL, USA.
James PhillipsUniversity of Illinois at Urbana-Champaign, Urbana, IL, USA.ORCID https://orcid.org/0000-0002-2296-3591
Abraham SternNVIDIA Corp, Santa Clara, CA, USA.
Josh RomeroNVIDIA Corp, Santa Clara, CA, USA.
David ClarkNVIDIA Corp, Santa Clara, CA, USA.
Mitchell DorrellPittsburgh Supercomputing Center, Pittsburgh, PA, USA.
Tom MaidenPittsburgh Supercomputing Center, Pittsburgh, PA, USA.
Lei HuangTexas Advanced Computing Center, Austin, TX, USA.
John McCalpinTexas Advanced Computing Center, Austin, TX, USA.ORCID https://orcid.org/0000-0002-2535-1355
Christopher WoodsUniversity of Bristol, UK.ORCID https://orcid.org/0000-0001-6563-9903
Alan GrayNVIDIA Corp, Santa Clara, CA, USA.
Matt WilliamsUniversity of Bristol, UK.ORCID https://orcid.org/0000-0003-2198-1058
Bryan BarkerOracle for Research, Austin, TX, USA.
Harinda RajapakshaOracle for Research, Austin, TX, USA.
Richard PittsOracle for Research, Austin, TX, USA.ORCID https://orcid.org/0000-0002-2037-3360
Tom GibbsNVIDIA Corp, Santa Clara, CA, USA.
John StoneUniversity of Illinois at Urbana-Champaign, Urbana, IL, USA.
Daniel M ZuckermanOregon Health & Science University, Portland, OR, USA.ORCID https://orcid.org/0000-0001-7662-2031
Adrian J MulhollandUniversity of Bristol, UK.ORCID https://orcid.org/0000-0003-1015-4567
Thomas MillerEntos, Inc., San Diego, CA, USA.
Shantenu JhaBrookhaven National Lab and Rutgers University.
Arvind RamanathanArgonne National Laboratory, Lemont, IL, USA.ORCID https://orcid.org/0000-0002-1622-5488
Lillian ChongUniversity of Pittsburgh, Pittsburgh, PA, USA.ORCID https://orcid.org/0000-0002-0590-483X
Rommie E AmaroUC San Diego, La Jolla, CA, USA.ORCID https://orcid.org/0000-0002-9275-9553

Funding

WHOLE CELL SIMULATIONP41GM104601 · NIGMS · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI TAJKHORSHID, EMAD · 2012 to 2021
$19.0M
WESTPA: A high-performance framework for simulating at the frontiers of biologyR01GM115805 · NIGMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI LILLIAN T CHONG · 2015 to 2026
$4.0M
A MULTISCALE APPROACH TO TARGET THE ACHILLES HEEL OF P53 CANCER MUTANTS (Equipment Supplement)R01GM132826 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI AMARO, ROMMIE E · 2019 to 2022
$1.3M
Biotechnology and Biological Sciences Research Council BB/L01386X/1NIGMS NIH HHS P41 GM104601NIGMS NIH HHS R01 GM115805NIGMS NIH HHS R01 GM132826
6 · The paper itself

Abstract

We seek to completely revise current models of airborne transmission of respiratory viruses by providing never-before-seen atomic-level views of the SARS-CoV-2 virus within a respiratory aerosol. Our work dramatically extends the capabilities of multiscale computational microscopy to address the significant gaps that exist in current experimental methods, which are limited in their ability to interrogate aerosols at the atomic/molecular level and thus obscure our understanding of airborne transmission. We demonstrate how our integrated data-driven platform provides a new way of exploring the composition, structure, and dynamics of aerosols and aerosolized viruses, while driving simulation method development along several important axes. We present a series of initial scientific discoveries for the SARS-CoV-2 Delta variant, noting that the full scientific impact of this work has yet to be realized.

Indexed as

aerosolsAIcomputational virologyCOVID-19deep learningDeltaGPUHPCmolecular dynamicsmultiscale simulationSARS-CoV-2weighted ensemble

Identifiers

PMID36647365
PMCPMC9527558

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.