Tag: Surrogate model

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DARPA Taps University of Massachusetts, Amherst for Machine Learning Framework Development

Added to Collection on: 2021-03-05 17:03:45

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Computational neuroscience
Academic disciplines
Articles
Hava Siegelmann
Neural network
Artificial neural network
Surrogate model
Lockheed Martin
the defense advanced research projects agency

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Laser-driven ion acceleration with deep learning

Added to Collection on: 2021-05-25 15:33:45

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Academic disciplines
Articles
California
Lawrence Livermore National Laboratory
Design of experiments
Mathematical modeling
Numerical analysis
Scientific modeling
Surrogate model
Laser
Plasma acceleration
Inertial confinement fusion

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Surrogate Machine Learning Models: Revolutionizing HPC Simulation Run-times

Added to Collection on: 2021-08-12 18:08:46

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Academic disciplines
Articles
Artificial intelligence
Computational neuroscience
Scientific modeling
Design of experiments
Mathematical modeling
Surrogate model
Simulation
Supercomputer
Surrogates
Neural network
Creative Commons
Rick Stevens

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Argonne and Parallel Works Inc. Win FLC Recognition for Commercializing Lab's Machine ...

Added to Collection on: 2021-09-23 14:58:15

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Academic disciplines
Cybernetics
Articles
Applied mathematics
Mathematical modeling
University of Chicago
Genetic algorithm
Simulation
Argonne National Laboratory
Surrogate model
Machine learning

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JoLEA - The Joint Lectures on Evolutionary Algorithms - CWI Amsterdam

Added to Collection on: 2022-10-19 20:56:59

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Academic disciplines
Articles
Cybernetics
Evolutionary algorithms
Evolution
Mathematical optimization
Heritability
Surrogate model
Artificial intelligence
Evolutionary biology
Multi-objective optimization
Genetic algorithm
Matteo de Carlo

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How scientists solved the space component thermal layout optimization problems?

Added to Collection on: 2022-08-18 14:07:01

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Mathematical optimization
Constraint programming
Analysis
Cybernetics
Academic disciplines
Fields of mathematics
Operations research
Surrogate model
Multi-objective optimization
Constrained optimization
Evolutionary algorithm
Local search
Shuo Wang

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DeepSP: Deep Learning-Based Spatial Properties to Predict Monoclonal Antibody Stability

Added to Collection on: 2024-03-03 22:55:03

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Immunology
Computational chemistry
Antibody
Glycoproteins
Surrogate model
Molecular dynamics
Viscosity
Machine learning

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Research on PDE surrogates part3(Machine Learning 2024) | by Monodeep Mukherjee

Added to Collection on: 2024-06-02 15:59:07

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Fusion power
Divertor
Surrogate model
Jose Boedo

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Rolling in the deep: Norfolk street flooding predicted in seconds with machine learning models

Added to Collection on: 2024-09-11 22:25:29

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Hydrology
Flood
Water
Old Dominion University
Tidal flooding
Deep learning
Norfolk, Virginia
Neural network
Surface runoff
Machine learning
Hampton Roads
Surrogate model
Norfolk
Diana McSpadden

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Rolling in the Deep: Norfolk Street Flooding Predicted in Seconds With Machine Learning Models

Added to Collection on: 2024-09-11 16:16:37

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Hydrology
Flood
Old Dominion University
Tidal flooding
Norfolk, Virginia
Deep learning
Neural network
Hampton Roads
Surface runoff
Machine learning
Surrogate model
Norfolk
Diana McSpadden

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