Uncertainty Quantification in Estimating Blood Alcohol Concentration From Transdermal Alcohol Level With Physics-Informed Neural Networks
Oszkinat, Clemens, Luczak, Susan E., Rosen, I. G.
Published in IEEE transaction on neural networks and learning systems (01.10.2023)
Published in IEEE transaction on neural networks and learning systems (01.10.2023)
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Journal Article
Social anxiety and alcohol consumption: The role of social context
Caumiant, Eddie P., Fairbairn, Catharine E., Bresin, Konrad, Gary Rosen, I., Luczak, Susan E., Kang, Dahyeon
Published in Addictive behaviors (01.08.2023)
Published in Addictive behaviors (01.08.2023)
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Journal Article
Estimating the distribution of random parameters in a diffusion equation forward model for a transdermal alcohol biosensor
Sirlanci, Melike, Luczak, Susan E., Fairbairn, Catharine E., Kang, Dahyeon, Pan, Ruoxi, Yu, Xin, Rosen, I. Gary
Published in Automatica (Oxford) (01.08.2019)
Published in Automatica (Oxford) (01.08.2019)
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Journal Article
A population model‐based linear‐quadratic Gaussian compensator for the control of intravenously infused alcohol studies and withdrawal symptom prophylaxis using transdermal sensing
Yao, Mengsha, Luczak, Susan E., Saldich, Emily B., Rosen, I. Gary
Published in Optimal control applications & methods (01.03.2024)
Published in Optimal control applications & methods (01.03.2024)
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Journal Article
An abstract parabolic system-based physics-informed long short-term memory network for estimating breath alcohol concentration from transdermal alcohol biosensor data
Oszkinat, Clemens, Luczak, Susan E., Rosen, I. Gary
Published in Neural computing & applications (01.11.2022)
Published in Neural computing & applications (01.11.2022)
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Journal Article
Part-per-million quantization and current-induced breakdown of the quantum anomalous Hall effect
Fox, E J, Rosen, I T, Yang, Yanfei, Jones, George R, Elmquist, Randolph E, Kou, Xufeng, Pan, Lei, Wang, Kang L, Goldhaber-Gordon, D
Published in Physical review. B (27.08.2018)
Published in Physical review. B (27.08.2018)
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Journal Article
Military sexual trauma-related posttraumatic stress disorder service-connection: Characteristics of claimants and award denial across gender, race, and compared to combat trauma
Webermann, Aliya R, Gianoli, Mayumi O, Rosen, Marc I, Portnoy, Galina A, Runels, Tessa, Black, Anne C
Published in PloS one (11.01.2024)
Published in PloS one (11.01.2024)
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Journal Article
Estimating the quantity and time course of alcohol consumption from transdermal alcohol sensor data: A combined laboratory-ambulatory study
Fairbairn, Catharine E, Rosen, I. Gary, Luczak, Susan E, Venerable, Walter J
Published in Alcohol (Fayetteville, N.Y.) (01.12.2019)
Published in Alcohol (Fayetteville, N.Y.) (01.12.2019)
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Journal Article
Applying a novel population-based model approach to estimating breath alcohol concentration (BrAC) from transdermal alcohol concentration (TAC) biosensor data
Sirlanci, Melike, Rosen, I. Gary, Wall, Tamara L., Luczak, Susan E.
Published in Alcohol (Fayetteville, N.Y.) (01.12.2019)
Published in Alcohol (Fayetteville, N.Y.) (01.12.2019)
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Journal Article
Deconvolving the input to random abstract parabolic systems: a population model-based approach to estimating blood/breath alcohol concentration from transdermal alcohol biosensor data
Sirlanci, Melike, Rosen, I G, Luczak, Susan E, Fairbairn, Catharine E, Bresin, Konrad, Kang, Dahyeon
Published in Inverse problems (01.12.2018)
Published in Inverse problems (01.12.2018)
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Journal Article
Bayesian model selection for the Drosophila gap gene network
Zubair, Asif, Rosen, I Gary, Nuzhdin, Sergey V, Marjoram, Paul
Published in BMC bioinformatics (13.06.2019)
Published in BMC bioinformatics (13.06.2019)
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Journal Article
Obtaining continuous BrAC/BAC estimates in the field: A hybrid system integrating transdermal alcohol biosensor, Intellidrink smartphone app, and BrAC Estimator software tools
Luczak, Susan E., Hawkins, Ashley L., Dai, Zheng, Wichmann, Raphael, Wang, Chunming, Rosen, I.Gary
Published in Addictive behaviors (01.08.2018)
Published in Addictive behaviors (01.08.2018)
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Journal Article
Blood and breath alcohol concentration from transdermal alcohol biosensor data: estimation and uncertainty quantification via forward and inverse filtering for a covariate-dependent, physics-informed, hidden Markov model
Oszkinat, Clemens, Shao, Tianlan, Wang, Chunming, Rosen, I G, Rosen, Allison D, Saldich, Emily B, Luczak, Susan E
Published in Inverse problems (01.05.2022)
Published in Inverse problems (01.05.2022)
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