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Krishna Kumar

The University of Texas at Austin

Machine Learning Aided Modeling of Granular Materials: A Review

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Oct 18, 2024
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Explainable AI models for predicting liquefaction-induced lateral spreading

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Apr 24, 2024
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Inverse analysis of granular flows using differentiable graph neural network simulator

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Jan 17, 2024
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Three-dimensional granular flow simulation using graph neural network-based learned simulator

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Nov 13, 2023
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Accelerating Particle and Fluid Simulations with Differentiable Graph Networks for Solving Forward and Inverse Problems

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Sep 23, 2023
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3D Object Positioning Using Differentiable Multimodal Learning

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Sep 06, 2023
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Audio classification using ML methods

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May 30, 2023
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Graph Neural Network-based surrogate model for granular flows

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May 09, 2023
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Enabling knowledge discovery in natural hazard engineering datasets on DesignSafe

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Apr 21, 2023
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Geotechnical Parrot Tales (GPT): Harnessing Large Language Models in geotechnical engineering

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Apr 14, 2023
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