Search Results - "Field, Richard V"

Yet Another Discriminant Analysis (YADA): A Probabilistic Model for Machine Learning Applications by Field, Richard V., Smith, Michael R., Wuest, Ellery J., Ingram, Joe B.

“…This paper presents a probabilistic model for various machine learning (ML) applications. While deep learning (DL) has produced state-of-the-art results in…”
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Direct numerical simulations in solid mechanics for understanding the macroscale effects of microscale material variability by Bishop, Joseph E., Emery, John M., Field, Richard V., Weinberger, Christopher R., Littlewood, David J.

“…A fundamental challenge for the quantification of uncertainty in solid mechanics is understanding how microscale material variability is manifested at the…”
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Predicting laser weld reliability with stochastic reduced-ordermodels by Emery, John M, Field, Richard V, Foulk, James W, Karlson, Kyle N, Grigoriu, Mircea D

“…Summary Laser welds are prevalent in complex engineering systems and they frequently govern failure. The weld process often results in partial penetration of…”
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Predicting laser weld reliability with stochastic reduced-order models by Emery, John M., Field Jr, Richard V., Foulk III, James W., Karlson, Kyle N., Grigoriu, Mircea D.

“…Summary Laser welds are prevalent in complex engineering systems and they frequently govern failure. The weld process often results in partial penetration of…”
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Predicting Fracture in Micrometer-Scale Polycrystalline Silicon MEMS Structures by Reedy, E. D., Boyce, B. L., Foulk, J. W., Field, R. V., de Boer, M. P., Hazra, S. S.

“…Designing reliable MEMS structures presents numerous challenges. Polycrystalline silicon fractures in a brittle manner with considerable variability in…”
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On data collection, graph construction, and sampling in Twitter by Wendt, Jeremy D., Wells, Randy, Field, Richard V., Soundarajan, Sucheta

“…We present a detailed study on data collection, graph construction, and sampling in Twitter. We observe that sampling on semantic graphs (i.e., graphs with…”
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Reliability-Based Approach to Linear Covariance Control Design by Field, Richard V, Bergman, Lawrence A

“…An extension to classical covariance control methods introduced by Skelton and coworkers, is proposed specifically for application to the control of civil…”
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Predicting laser weld reliability with stochastic reduced-order models. Predicting laser weld reliability by Emery, John M., Field, Richard V., Foulk, James W., Karlson, Kyle N., Grigoriu, Mircea D.

“…Laser welds are prevalent in complex engineering systems and they frequently govern failure. The weld process often results in partial penetration of the base…”
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On the efficacy of stochastic collocation, stochastic Galerkin, and stochastic reduced order models for solving stochastic problems by Field, R.V., Grigoriu, M., Emery, J.M.

“…The stochastic collocation (SC) and stochastic Galerkin (SG) methods are two well-established and successful approaches for solving general stochastic…”
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Generalized Boundary Detection Using Compression-based Analytics by Ting, Christina, Field, Richard, Quach, Tu-Thach, Bauer, Travis

“…We present a new method for boundary detection within sequential data using compression-based analytics. Our approach is to approximate the information…”
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Efficient Transfer Learning for Neural Network Language Models by Skryzalin, Jacek, Link, Hamilton, Wendt, Jeremy, Field, Richard, Richter, Samuel N.

“…We apply transfer learning techniques to create topically and/or stylistically biased natural language models from small data samples, given generic long…”
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Temporal Anomaly Detection in Social Media by Skryzalin, Jacek, Field, Richard, Fisher, Andrew, Bauer, Travis

“…In this work, we approach topic tracking and meme trending in social media with a temporal focus; rather than analyzing topics, we aim to identify time periods…”
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Estimating users' mode transition functions and activity levels from social media by Link, Hamilton, Wendt, Jeremy D., Field, Richard V., Marthe, Jocelyn

“…We present a temporal model of individual-scale social media user behavior, comprising modal activity levels and mode switching patterns. We show that this…”
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AN EFFICIENT METHOD FOR CALCULATING R.M.S. VON MISES STRESS IN A RANDOM VIBRATION ENVIRONMENT by SEGALMAN, DANIEL J., FULCHER, CLAY W.G., REESE, GARTH M., FIELD, RICHARD V.

“…A rigorous and efficient method is presented for calculation of root-mean-square (r.m.s.) von Mises stresses for linear structures excited by stationary random…”
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Reliability-based covariance control design by Field, R.V., Bergman, L.A.

“…An extension to classical covariance control methods, introduced by Skelton et al. (1985, 1989, 1995), is proposed specifically for application to the control…”
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Investigating a reliable covariance control scheme for MDOF systems by Field, R.V., Bergman, L.A.

“…The authors attempt to extend their previous efforts towards a reliable control scheme that guarantees a specified degree of reliability for civil engineering…”
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