Search Results - "Modgil, Girish"

Integrated computational materials engineering from a gas turbine engine perspective by Bolcavage, Ann, Brown, Paul D, Cedoz, Robert, Cooper, Nate, Deaton, Chris, Hartman, Daniel R, Keskin, Akin, Ma, Kong, Matlik, John F, Modgil, Girish, Stillinger, Jeffrey D

“…In 2008, the National Research Council published a landmark report on Integrated Computational Materials Engineering (ICME) and defined it as ‘an emerging…”
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Estimating the on-time probability for vendor selection problem by Kumar, B. Ashish, Ramachandran, Parthasarthy, Modgil, Girish

“…Customers expect fast delivery of products and services. Businesses understand this requirement and focus on efficient supply chains. The vendor selection…”
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Quantifying Domain Knowledge in Large Language Models by Sayenju, Sudhashree, Aygun, Ramazan, Franks, Bill, Johnston, Sereres, Lee, George, Choi, Hansook, Modgil, Girish

“…Transformer based Large language models such as BERT, have demonstrated the ability to derive contextual information from the words surrounding it. However,…”
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Design optimization and uncertainty quantification for aeromechanics forced response of a turbomachinery blade by Modgil, Girish A

“…Gas turbine engines for aerospace applications have evolved dramatically over the last 50 years through the constant pursuit for better specific fuel…”
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Stereotype and Categorical Bias Evaluation via Differential Cosine Bias Measure by Sayenju, Sudhashree, Aygun, Ramazan, Franks, Bill, Johnston, Sereres, Lee, George, Modgil, Girish

“…A vast range of Natural Language Processing (NLP) systems that are in use today have direct impact on humans. While machine learning models are expected to…”
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Explainability Audit: An Automated Evaluation of Local Explainability in Rooftop Image Classification by Don, Duleep Rathamage, Boardman, Jonathan, Sayenju, Sudhashree, Aygun, Ramazan, Zhang, Yifan, Franks, Bill, Johnston, Sereres, Lee, George, Sullivan, Dan, Modgil, Girish

“…Explainable Artificial Intelligence (XAI) is a key concept in building trustworthy machine learning models. Local explainability methods seek to provide…”
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Directional Pairwise Class Confusion Bias and Its Mitigation by Sayenju, Sudhashree, Aygun, Ramazan, Boardman, Jonathan, Don, Duleep Prasanna Rathgamage, Zhang, Yifan, Franks, Bill, Johnston, Sereres, Lee, George, Sullivan, Dan, Modgil, Girish

“…Recent advances in Natural Language Processing have led to powerful and sophisticated models like BERT (Bidirectional Encoder Representations from…”
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DoT-Net: Document Layout Classification Using Texture-Based CNN by Kosaraju, Sai Chandra, Masum, Mohammed, Tsaku, Nelson Zange, Patel, Pritesh, Bayramoglu, Tanju, Modgil, Girish, Kang, Mingon

“…Document Layout Analysis (DLA) is a segmentation process that decomposes a scanned document image into its blocks of interest and classifies them. DLA is…”
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Design optimization and uncertainty quantification for aeromechanics forced response of a turbomachinery blade by Modgil, Girish A

“…Gas turbine engines for aerospace applications have evolved dramatically over the last 50 years through the constant pursuit for better specific fuel…”
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Enhancement of physics-of-failure prognostic models with system level features by Kacprzynski, G.J., Roemer, M.J., Modgil, G., Palladino, A., Maynard, K.

“…To truly optimize the deployment of DoD assets, there exists a fundamental need for predictive tools that can reliably estimate the current and reasonably…”
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Advanced vibration diagnostics for engine test cells by Modgil, G., Orsagh, R., Roemer, M.J.

“…Current engine test cell systems were designed to perform a simple vibration amplitude check. If the root mean square (RMS) vibration amplitude falls within…”
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