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Jump to search filtersExtending ab initio Calculations with Machine Learned Potentials for Molecular Dynamics
Abstract not provided.
A Brief Overview of Molecular Dynamics Statistical Mechanics Atomic Potentials
Abstract not provided.
Dynamic Programming with Spiking Neural Computing
Abstract not provided.
Machine Learned Interatomic Potentials for Modeling Plasma Material Interactions
Abstract not provided.
Simulation by Composition: Using models as building blocks to enable simulation of complex node architectures
Abstract not provided.
The amazing powers of Generalized Moving Least-Squares
Abstract not provided.
ASC CSSE Milestone 6812: SST-GPGPU
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Geospatial-Temporal Semantic Graphsfor Remote Sensing Data Analysis
Abstract not provided.
Hardware-Aware Neural Architecture Search
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Quantum Approaches for Discrete Optimization
Abstract not provided.
Reformulating Friedman?s Implicit Integrator as a Single Step Method for Maxwell?s Equations as a First Order System
Abstract not provided.
Software Capabilities For Solving Mixed Integer PDE-Constrained Optimization
Abstract not provided.
Mimetic meshfree methods or how to be compatible without a mesh
Abstract not provided.
In-Situ Machine Learning for Intelligent Data Capture on Exascale Platforms
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Kokkos Emu Cilk Backend
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Trajectory Data Analytics
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Exploiting ?time-domain? parallelism to accelerate neural network training and PDE constrained optimization
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Multi-Fluid Plasma Simulation with an IMEX CG/DG Discretization
Abstract not provided.
TATB Sensitivity to Shocks from Electrical Arcs
Propellants, Explosives, Pyrotechnics
Use of insensitive high explosives (IHEs) has significantly improved ammunition safety because of their remarkable insensitivity to violent cook-off, shock and impact. Triamino-trinitrobenzene (TATB) is the IHE used in many modern munitions. Previously, lightning simulations in different test configurations have shown that the required detonation threshold for standard density TATB at ambient and elevated temperatures (250 C) has a sufficient margin over the shock caused by an arc from the most severe lightning. In this paper, the Braginskii model with Lee-More channel conductivity prescription is used to demonstrate how electrical arcs from lightning could cause detonation in TATB. The steep rise and slow decay in typical lightning pulse are used in demonstrating that the shock pressure from an electrical arc, after reaching the peak, falls off faster than the inverse of the arc radius. For detonation to occur, two necessary detonation conditions must be met: the Pop-Plot criterion and minimum spot size requirement. The relevant Pop-Plot for TATB at 250 C was converted into an empirical detonation criterion, which is applicable to explosives subject to shocks of variable pressure. The arc cross-section was required to meet the minimum detonation spot size reported in the literature. One caveat is that when the shock pressure exceeds the detonation pressure the Pop-Plot may not be applicable, and the minimum spot size requirement may be smaller.
Estimating Predictive Uncertainty in Machine Learning Models
Abstract not provided.
Defect Detection in Metal Additive Manufacturing Through Application of In-Situ Diagnostics
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Math Libraries Workstream - Overview
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Shock Environments for the Nuclear Fuel Transportation System (Transportation Platform Cask Basket and Surrogate Assemblies) during Specialized Rail Tests
Abstract not provided.
Quantum Algorithm Verification Using Prove-It
Abstract not provided.