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Physical Sciences and Mathematics Commons™
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- Keyword
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- Biological Cells (2)
- Complex Engineering Problems (2)
- Integrative Computational Modeling (2)
- Air Crossflow (1)
- Atmospheric Science (1)
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- Autonomous Systems (1)
- Characterization (1)
- Computational Materials (1)
- Design (1)
- Dielectrophoresis (1)
- Explainability (1)
- Factorization (1)
- Growth (1)
- High Performance Computing (1)
- High-Fidelity Simulations (1)
- Inlet Pulsations (1)
- Liquid Jets (1)
- Matrix (1)
- Parallelization (1)
- Photo-Responsive (1)
- Primary Atomization (1)
- Quantum Algorithms (1)
- Quantum Circuits (1)
- Resource Efficient Design (1)
- Simulation (1)
- Surfaces (1)
- Three-Dimensional Full Multigrid Algorithm (1)
- Titania (1)
- Tumor (1)
- Water Jet (1)
Articles 1 - 10 of 10
Full-Text Articles in Physical Sciences and Mathematics
Resource Efficient Design Of Quantum Circuits For Quantum Algorithms, Himanshu Thapliyal
Resource Efficient Design Of Quantum Circuits For Quantum Algorithms, Himanshu Thapliyal
Commonwealth Computational Summit
No abstract provided.
Additional Data Via Autonomous Systems To Supplement Traditional Sparse Sources For Weather Forecasting And Atmospheric Science, Suzanne Weaver Smith
Additional Data Via Autonomous Systems To Supplement Traditional Sparse Sources For Weather Forecasting And Atmospheric Science, Suzanne Weaver Smith
Commonwealth Computational Summit
No abstract provided.
Integrative Computational Modeling For Developing Means To Manipulate Biological Cells And For Solving Complex Engineering Problems, Yu Zhao, Guigen Zhang
Integrative Computational Modeling For Developing Means To Manipulate Biological Cells And For Solving Complex Engineering Problems, Yu Zhao, Guigen Zhang
Commonwealth Computational Summit
A brief discussion on reductive vs integrative investigation
A case study: how integrative computational modeling helps advance the understanding and application of dielectrophoresis (DEP) in various situations
Other applications in advancing the design and development of nanopore, medical devices, novel materials, actuation devices, and coupled spectroscopic techniques, etc.
Parallelization Of A Three-Dimensional Full Multigrid Algorithm To Simulate Tumor Growth, Dylan Goodin, Chin F. Ng, Hermann B. Frieboes
Parallelization Of A Three-Dimensional Full Multigrid Algorithm To Simulate Tumor Growth, Dylan Goodin, Chin F. Ng, Hermann B. Frieboes
Commonwealth Computational Summit
We present the performance gains of an openMP implementation of a fully adaptive nonlinear full multigrid (FMG) algorithm to simulate three-dimensional multispecies desmoplastic tumor growth on computer systems of varying processing capabilities. The FMG algorithm is applied to solve a recently published thermodynamic mixture model that uses a diffuse interface approach with fourth-order reaction-advection-diffusion PDEs (Cahn-Hilliard-type equations) that are coupled, nonlinear, and numerically stiff. The model includes multiple cell species and extracellular matrix (ECM), with adhesive and elastic energy contributions in chemical potential terms, as well as including blood and lymphatic vessels represented as continuous vasculatures. Advection-reaction-diffusion PDEs are employed …
The Effect Of Inlet Pulsations On Primary Atomization Of Liquid Jets, Kyle Windland, Prashant Khare
The Effect Of Inlet Pulsations On Primary Atomization Of Liquid Jets, Kyle Windland, Prashant Khare
Commonwealth Computational Summit
Objectives
- Elucidate the physics underlying the primary atomization of liquid jets.
- Investigate the effect of inlet pulsations on the atomization process.
- Identify the reliability of numerical predictions using uncertainty quantification techniques (UQ) and sensitivity analyses.
Computational Materials Characterization, Discovery, And Design With High Performance Computing, Qunfei Zhou, Xiaotao Liu, Tyler Maxwell, Thomas John Balk, Matthew J. Beck
Computational Materials Characterization, Discovery, And Design With High Performance Computing, Qunfei Zhou, Xiaotao Liu, Tyler Maxwell, Thomas John Balk, Matthew J. Beck
Commonwealth Computational Summit
No abstract provided.
Integrative Computational Modeling For Developing Means To Manipulate Biological Cells And For Solving Complex Engineering Problems, Yu Zhao, Guigen Zhang
Integrative Computational Modeling For Developing Means To Manipulate Biological Cells And For Solving Complex Engineering Problems, Yu Zhao, Guigen Zhang
Commonwealth Computational Summit
Computational modeling has become more widely used to guide the design of microfluidic devices for manipulating cells using Dielectrophoresis (DEP), and devise novel means for advancing the study of cellular science and engineering. Conventionally, cells are treated as volumeless points in the system, which allows study of the movement of groups of particles under the effect of field. However, this approach often neglects the distortion effect of particle on external field, as well as interactions among particles. Moreover, it ignores the complex inner structures of cell, which are the causes of distinctive cell behavior. To more accurately model the behavior …
High-Fidelity Simulations Of Water Jet In Air Crossflow, Austin Johnston, Prashant Khare
High-Fidelity Simulations Of Water Jet In Air Crossflow, Austin Johnston, Prashant Khare
Commonwealth Computational Summit
Objectives
- Investigate detailed physics underlying liquid jets in crossflow configurations applicable to various applications such as, gas-turbine, scramjet, and afterburner fuel injection.
- Develop models to predict the statistical behaviors of resulting droplets.
Investigation Of Photo-Responsive Titania Surfaces, Evan Hyden, Matthew J. Beck
Investigation Of Photo-Responsive Titania Surfaces, Evan Hyden, Matthew J. Beck
Commonwealth Computational Summit
Titania (TiO2) is an oxide commonly used for photocatalysis. This proclivity to form free radicals when exposed to light has also prompted interest in applying porous TiO2 as a reactive/responsive membrane. Surfaces of both main polymorphs of TiO2 (especially rutile {110} and anatase {101}) have been shown to be stable and photo-active.
Polyacrylic acid (PAA) is a molecule of interest as changes in pH can cause the molecule to contract or expand, due to changes in the charge distribution relating to the carboxyl group. Due to TiO2’s ability to generate photocarriers, we hypothesize that …
Using Explainability For Constrained Matrix Factorization, Behnoush Abdollahi, Olfa Nasraoui
Using Explainability For Constrained Matrix Factorization, Behnoush Abdollahi, Olfa Nasraoui
Commonwealth Computational Summit
Explainable Model
- Black Box (opaque) predictors such as Deep learning and Matrix Factorization are accurate,
- ... but lack interpretability and ability to give explanations.
- White Box models such as rules and decision trees are interpretable (explainable),
- ... but lack accuracy.