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Advanced Computing Methods for Engineered Systems Section

Scalable Algorithms and Coupled Physics Group

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Publications

An OpenMP GPU-offload implementation of a non-equilibrium solidification cellular automata model for additive manufacturing...

Journal: Computer Physics Communications

March, 2023

GrainNN: A neighbor-aware long short-term memory network for predicting microstructure evolution during polycrystalline grain...

Journal: Computational Materials Science

February, 2023

Application Experiences on a GPU-Accelerated Arm-based HPC Testbed...

February, 2023

Calibrating uncertain parameters in melt pool simulations of additive manufacturing...

Journal: Computational Materials Science

February, 2023

Hierarchical Model Reduction Driven by Machine Learning for Parametric Advection-Diffusion-Reaction Problems in the Presence ...

Journal: Journal of Scientific Computing

January, 2023

A single-tree algorithm to compute the Euclidean minimum spanning tree on GPUs...

January, 2023

Machine Learning for First Principles Calculations of Material Properties for Ferromagnetic Materials...

January, 2023

A Sparse Distributed Gigascale Resolution Material Point Method...

Journal: ACM Transactions on Graphics

January, 2023

Final Report on Field Work Proposal ERKJ358: Black-Box Training for Scientific Machine Learning Models...

December, 2022

Computational Workflow for Accelerated Molecular Design Using Quantum Chemical Simulations and Deep Learning Models...

December, 2022

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