Search Results for author: Kevin Yager

Found 4 papers, 0 papers with code

Virtual Scientific Companion for Synchrotron Beamlines: A Prototype

no code implementations28 Dec 2023 Daniel Potemkin, Carlos Soto, Ruipeng Li, Kevin Yager, Esther Tsai

In this work, we introduce the prototype of virtual scientific companion (VISION) and demonstrate that it is possible to control basic beamline operations through natural language with open-source language model and the limited computational resources at beamline.

Language Modelling

Interactive Visual Study of Multiple Attributes Learning Model of X-Ray Scattering Images

no code implementations3 Sep 2020 Xinyi Huang, Suphanut Jamonnak, Ye Zhao, Boyu Wang, Minh Hoai, Kevin Yager, Wei Xu

Existing interactive visualization tools for deep learning are mostly applied to the training, debugging, and refinement of neural network models working on natural images.

Image Classification

Visual Understanding of Multiple Attributes Learning Model of X-Ray Scattering Images

no code implementations10 Oct 2019 Xinyi Huang, Suphanut Jamonnak, Ye Zhao, Boyu Wang, Minh Hoai, Kevin Yager, Wei Xu

This extended abstract presents a visualization system, which is designed for domain scientists to visually understand their deep learning model of extracting multiple attributes in x-ray scattering images.

X-ray Scattering Image Classification Using Deep Learning

no code implementations10 Nov 2016 Boyu Wang, Kevin Yager, Dantong Yu, Minh Hoai

In this paper, we explore the use of deep learning to develop methods for automatically analyzing x-ray scattering images.

Classification General Classification +1

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