Publications

Cosku Can Horuz, Matthias Karlbauer, Timothy Praditia, Martin V. Butz, Sergey Oladyshkin, Wolfgang Nowak, und Sebastian Otte. Physical Domain Reconstruction with Finite Volume Neural Networks. Applied Artificial Intelligence, (37)1:2204261, https://doi.org/10.1080/08839514.2023.2204261 2023. [PUMA: IWSYEAR:2023 IWSAUTHOR:OladyshkinSergey IWSTYPENR:1 from:timothypraditia EXC2075 IWSSUBTYPE:article peerreviewed 1 IWSAUTHOR:NowakWolfgang from:sscheurer pn5 IWSAUTHOR:PraditiaTimothy IWSTYPEDE:Publikationen IWSABT:ls3 IWSMONTH:04 IWSTYPEEN:articles]

T. Praditia, M. Karlbauer, S. Otte, S. Oladyshkin, M.V. Butz, und W. Nowak. Learning Groundwater Contaminant Diffusion-Sorption Processes with a Finite Volume Neural Network. Water Resources Research, (58)122022. [PUMA: 1 EXC2075 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSAUTHOR:PraditiaTimothy IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2022 from:timothypraditia peerreviewed pn5]

S. Xiao, T. Praditia, S. Oladyshkin, und W. Nowak. Global sensitivity analysis of a CaO/Ca(OH)2 thermochemical energy storage model for parametric effect analysis. Applied Energy, (285):116456, 2021. [PUMA: IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSAUTHOR:PraditiaTimothy IWSAUTHOR:XiaoSinan IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia] URL

Timothy Praditia, Thilo Walser, Sergey Oladyshkin, und Wolfgang Nowak. Improving Thermochemical Energy Storage dynamics forecast with Physics-Inspired Neural Network architecture. Energies, (13)15:3873, 2020. [PUMA: IWSMONTH:12 IWSAUTHOR:OladyshkinSergey IWSYEAR:2020 IWSTYPENR:1 from:timothypraditia IWSSUBTYPE:article 1 IWSAUTHOR:NowakWolfgang IWSAUTHOR:PraditiaTimothy IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles] URL