Clemens Oszkinat

According to our database, Clemens Oszkinat authored at least 4 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Uncertainty Quantification in Estimating Blood Alcohol Concentration From Transdermal Alcohol Level With Physics-Informed Neural Networks.

Clemens Oszkinat, Susan E. Luczak, I. G. Rosen

IEEE Trans. Neural Networks Learn. Syst., October, 2023

Parametric and Non-Parametric Estimation of a Random Diffusion Equation-Based Population Model for Deconvolving Blood/Breath Alcohol Concentration from Transdermal Alcohol Biosensor Data with Uncertainty Quantification^*.

Maria Allayioti, Clemens Oszkinat, Emily Saldich, Larry Goldstein, Susan E. Luczak, Chunming Wang, I. G. Rosen

Proceedings of the American Control Conference, 2023

2022

An abstract parabolic system-based physics-informed long short-term memory network for estimating breath alcohol concentration from transdermal alcohol biosensor data.

Clemens Oszkinat, Susan E. Luczak, I. Gary Rosen

Neural Comput. Appl., 2022

Physics-Informed Learning: Distributed Parameter Systems, Hidden Markov Models, and the Viterbi Algorithm.

Clemens Oszkinat, Susan E. Luczak, I. G. Rosen

Proceedings of the American Control Conference, 2022