Multiscale computational modeling of vascular adaptation: a systems biology approach using agent-based models
The widespread incidence of cardiovascular diseases and associated mortality and
morbidity, along with the advent of powerful computational resources, have fostered an …
morbidity, along with the advent of powerful computational resources, have fostered an …
A population data-driven workflow for COVID-19 modeling and learning
J Ozik, JM Wozniak, N Collier… - … Journal of High …, 2021 - journals.sagepub.com
CityCOVID is a detailed agent-based model that represents the behaviors and social
interactions of 2.7 million residents of Chicago as they move between and colocate in 1.2 …
interactions of 2.7 million residents of Chicago as they move between and colocate in 1.2 …
Ensembles are required to handle aleatoric and parametric uncertainty in molecular dynamics simulation
Classical molecular dynamics is a computer simulation technique that is in widespread use
across many areas of science, from physics and chemistry to materials, biology, and …
across many areas of science, from physics and chemistry to materials, biology, and …
Principles governing control of aggregation and dispersion of aqueous graphene oxide
JL Suter, PV Coveney - Scientific Reports, 2021 - nature.com
Controlling the structure of graphene oxide (GO) phases and their smaller analogues,
graphene (oxide) quantum dots (GOQDs), is vitally important for any of their widespread …
graphene (oxide) quantum dots (GOQDs), is vitally important for any of their widespread …
Ensemble-Based Approaches Ensure Reliability and Reproducibility
It is increasingly widely recognized that ensemble-based approaches are required to
achieve reliability, accuracy, and precision in molecular dynamics calculations. The purpose …
achieve reliability, accuracy, and precision in molecular dynamics calculations. The purpose …
[HTML][HTML] Quantifying uncertainties in direct numerical simulations of a turbulent channel flow
Direct numerical simulation (DNS) provides unrivalled levels of detail and accuracy for
simulating turbulent flows. However, like all numerical methods, DNS is subject to …
simulating turbulent flows. However, like all numerical methods, DNS is subject to …
Reliability and reproducibility in computational science: implementing validation, verification and uncertainty quantification in silico
PV Coveney, D Groen… - … Transactions of the …, 2021 - royalsocietypublishing.org
Reliability and reproducibility in computational science: implementing validation, verification and
uncertainty quantification in silico | Philosophical Transactions of the Royal Society A …
uncertainty quantification in silico | Philosophical Transactions of the Royal Society A …
Global ranking of the sensitivity of interaction potential contributions within classical molecular dynamics force fields
Uncertainty quantification (UQ) is rapidly becoming a sine qua non for all forms of
computational science out of which actionable outcomes are anticipated. Much of the …
computational science out of which actionable outcomes are anticipated. Much of the …
Large‐Scale Molecular Dynamics Elucidates the Mechanics of Reinforcement in Graphene‐Based Composites
Using very large‐scale classical molecular dynamics, the mechanics of nano‐reinforcement
of graphene‐based nanocomposites are examined. Simulations show that significant …
of graphene‐based nanocomposites are examined. Simulations show that significant …
[HTML][HTML] Facilitating simulation development for global challenge response and anticipation in a timely way
An important subset of today's global crises, such as the 2015 migration crisis in Syria and
the 2020 COVID pandemic, has a rapid and hard-to-extrapolate evolution that complicates …
the 2020 COVID pandemic, has a rapid and hard-to-extrapolate evolution that complicates …