Search Results - "Damavandi, Hamidreza Ghasemi"

Design principles for engineering wetlands to improve resilience of coupled built and natural water infrastructure by Shah, Reepal, Tsai, Yushiou, Stampoulis, Dimitrios, Damavandi, Hamidreza Ghasemi, Sabo, John

“…Abstract Intensifying climate extremes and the ageing of built infrastructure have prompted the idea of replacing the ageing built infrastructure with natural…”
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Machine learning classifies predictive kinematic features in a mouse model of neurodegeneration by Huang, Ruyi, Nikooyan, Ali A., Xu, Bo, Joseph, M. Selvan, Damavandi, Hamidreza Ghasemi, von Trotha, Nathan, Li, Lilian, Bhattarai, Ashok, Zadeh, Deeba, Seo, Yeji, Liu, Xingquan, Truong, Patrick A., Koo, Edward H., Leiter, J. C., Lu, Daniel C.

“…Motor deficits are observed in Alzheimer’s disease (AD) prior to the appearance of cognitive symptoms. To investigate the role of amyloid proteins in gait…”
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Interpreting comprehensive two-dimensional gas chromatography using peak topography maps with application to petroleum forensics by Ghasemi Damavandi, Hamidreza, Sen Gupta, Ananya, Nelson, Robert K., Reddy, Christopher M.

“…Background Comprehensive two-dimensional gas chromatography ( G C × G C ) provides high-resolution separations across hundreds of compounds in a complex…”
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Oil-spill forensics using two-dimensional gas chromatography: Differentiating highly correlated petroleum sources using peak manifold clusters by Damavandi, Hamidreza Ghasemi, Gupta, Ananya Sen, Reddy, Christopher, Nelson, Robert

“…Petroleum forensics for apportioning the environmental impact of oil spills necessitate quantitative differentiation between highly correlated biomarker…”
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Data analytics, interpretation and machine learning for environmental forensics using peak mapping methods by Ghasemi Damavandi, Hamidreza

“…In this work our driving motivation is to develop mathematically robust and computationally efficient algorithms that will help chemists towards their goal of…”
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A Learning Framework for An Accurate Prediction of Rainfall Rates by Damavandi, Hamidreza Ghasemi, Shah, Reepal

“…The present work is aimed to examine the potential of advanced machine learning strategies to predict the monthly rainfall (precipitation) for the Indus Basin,…”
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Robust Oil-spill Forensics and Petroleum Source Differentiation using Quantized Peak Topography Maps by Damavandi, Hamidreza Ghasemi, Gupta, Ananya Sen, Canahuate, Guadalupe, Reddy, Christopher M, Nelson, Robert

“…Identification and classification of environmental forensics, with the petroleum forensics as the main application, requires an effective technology or method…”
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Signal variability and data compression considerations for petroleum forensics in two-dimensional gas chromatography by Damavandi, Hamidreza Ghasemi, Gupta, Ananya Sen, Nelson, Robert K., Reddy, Christopher M.

“…Disentangling the source-specific signature of petroleum biomarkers against the often stronger regional fingerprint has posed a fundamental challenge to…”
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Compound-Cognizant Feature Compression of Gas Chromatographic Data to Facilitate Environmental Forensics by Damavandi, Hamidreza Ghasemi, Gupta, Ananya Sen, Reddy, Christopher, Nelson, Robert

“…We present complementary compound-cognizant data engineering techniques for feature compression and data indexing across two-dimensional gas chromatographic…”
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Compressed Forensic Source Image Using Source Pattern Map by Damavandi, Hamidreza Ghasemi, Gupta, Ananya Sen, Nelson, Robert, Reddy, Christopher

“…A primary bottleneck to successful petroleum forensics [1,2] is disambiguation of fingerprint hierarchy. From an encoding perspective, this amounts to…”
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An Active Learning Based Prediction of Epidural Stimulation Outcome in Spinal Cord Injury Patients Using Dynamic Sample Weighting by Kachuee, Mohammad, Moore, Lisa D., Homsey, Tali, Damavandi, Hamidreza Ghasemi, Moatamed, Babak, Hosseini, Anahita, Huang, Ruyi, Leiter, James, Lu, Daniel, Sarrafzadeh, Majid

“…Recent studies suggest that epidural stimulation of the spinal cord could increase the motor pattern both in motor and sensory complete spinal cord injury…”
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