Integration of seawater pumped storage and desalination in multi-energy systems planning: the case of a key material for the energy transition. Applied Energy, (299):117298, 2021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:HaasJannik IWSAUTHOR:Moreno-LeivaSimon IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]
Unified Bayesian inference framework for surrogate modelling: connection between existing techniques and their common fundamentals. Reliability Engineering and System Safety, 2021 (submitted). [PUMA: IWSMONTH:12 IWSYEAR:2021 IWSAUTHOR:OladyshkinSergey IWSTYPENR:1 from:timothypraditia IWSSUBTYPE:article IWSAUTHOR:NowakWolfgang IWSAUTHOR:XiaoSinan IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles]
Bridging granularity gaps to decarbonize large-scale energy systems—The case of power system planning. Energy Science & Engineering, March 2021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:HaasJannik IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2020 from:timothypraditia]
Combining crop modelling with remote sensing data using a particle filtering technique to produce real-time forecasts of winter wheat yields under uncertain boundary conditions. Remote Sensing, (14):1360, 2022. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2022 from:timothypraditia]
An open resilience index: crowdsourced indicators empirically developed from natural hazard and climatic event data. Science of the Total Environment, (774):145734, 2021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]
A unified framework for quantitative interdisciplinary flood risk assessment. online, December 2020. [PUMA: IWSMONTH:12 IWSTYPEEN:contribution_to_edited_volumes IWSTYPEDE:Konferenzbeiträge IWSAUTHOR:OladyshkinSergey IWSYEAR:2020 IWSTYPENR:3 from:timothypraditia 2 IWSAUTHOR:NowakWolfgang IWSSUBTYPE:inproceedings 3 IWSAUTHOR:HaasJannik IWSABT:ls3 IWSAUTHOR:GuthkeAnneli]
Diagnosing Model-structural Errors with a Sliding Time-window Bayesian Analysis. online, December 2020. [PUMA: IWSMONTH:12 IWSTYPEEN:contribution_to_edited_volumes IWSTYPEDE:Konferenzbeiträge IWSYEAR:2020 IWSTYPENR:3 from:timothypraditia 2 IWSAUTHOR:NowakWolfgang IWSSUBTYPE:inproceedings 3 IWSAUTHOR:HsuehHan-Fang IWSABT:ls3 IWSAUTHOR:GuthkeAnneli]
Providing relevant uncertainty information to decision makers: Subjective post-processing of rigorous Bayesian uncertainty assessment of model projections. online, December 2020. [PUMA: IWSMONTH:12 IWSTYPEEN:contribution_to_edited_volumes IWSTYPEDE:Konferenzbeiträge IWSYEAR:2020 IWSTYPENR:3 from:timothypraditia 2 IWSAUTHOR:NowakWolfgang IWSSUBTYPE:inproceedings 3 IWSABT:ls3 IWSAUTHOR:GuthkeAnneli]
Overcoming the Model-to-Experimental Data Fit Problem in Porous Media: a New Quantitative Method to Evaluate and Compare Models. online, December 2020. [PUMA: IWSAUTHOR:BanerjeeIshani IWSMONTH:12 IWSTYPEEN:contribution_to_edited_volumes IWSTYPEDE:Konferenzbeiträge IWSYEAR:2020 IWSTYPENR:3 from:timothypraditia 2 IWSAUTHOR:NowakWolfgang IWSSUBTYPE:inproceedings 3 IWSABT:ls3 IWSAUTHOR:GuthkeAnneli]
Surrogate-based Bayesian Comparison of Computationally Expensive Models: Application to Microbially Induced Calcite Precipitation. Computational Geosciences, (25):1899-1917, 2021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSAUTHOR:ScheurerStefania IWSAUTHOR:Schäfer-Rodrigues-SilvaAline IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]
Development of an irradiance-based weather derivative to hedge cloud risk for solar energy systems. Renewable Energy, (164):1230 - 1243, 2021. [PUMA: 1 IWSMONTH:12 IWSYEAR:2021 IWSTYPENR:1 from:timothypraditia IWSAUTHOR:HaasJannik IWSTYPEDE:Publikationen IWSABT:ls3 IWSSUBTYPE:article IWSTYPEEN:articles] URL
Integrating structural resilience in the design of urban drainage networks in flat areas using a simplified multi-objective optimization framework. Water, (13):269, 2021. [PUMA: IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]
Efficient discretization-independent Bayesian inversion of high-dimensional multi-Gaussian priors using a hybrid MCMC. Water Resources Research, (57)8:e2021WR030051, 2021. [PUMA: IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:ReuschenSebastian IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2020 from:timothypraditia]
Choosing Between Heterogeneity and Anisotropy - What's in the Data and What Do Your Purposes Require?. AGU Fall Meeting Abstracts, (2019):H21L-1910, December 2019. [PUMA: IWSMONTH:12 IWSTYPEEN:contribution_to_edited_volumes IWSTYPEDE:Konferenzbeiträge IWSTYPENR:3 IWSAUTHOR:González-NicolásAna from:timothypraditia IWSYEAR:2019 2 IWSAUTHOR:NowakWolfgang IWSSUBTYPE:inproceedings IWSABT:ls3]
The Role of Fast Frequency Response of Energy Storage Systems and Renewables for Ensuring Frequency Stability in Future Low-Inertia Power Systems. Sustainability, 2021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:HaasJannik IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]
Resampling method for reliability-based design optimization based on thermodynamic integration and parallel tempering. Mechanical Systems and Signal Processing, (156):107630, 2021. [PUMA: IWSABT:ls3 IWSAUTHOR:ChengKai IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSAUTHOR:XiaoSinan IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2020 from:timothypraditia]
Preconditioned Crank-Nicolson Markov chain Monte Carlo coupled with parallel tempering: An efficient method for Bayesian inversion of multi-Gaussian log-hydraulic conductivity fields. Water Resources Research, (56)8:e2020WR027110, 2020. [PUMA: IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSYEAR:2020 IWSTYPENR:1 from:timothypraditia IWSTYPEDE:Publikationen IWSABT:ls3 IWSAUTHOR:ReuschenSebastian IWSSUBTYPE:article IWSTYPEEN:articles]
Bestimmung der Porenradienverteilung und gesättigten hydraulischen Leitfähigkeit von Asphaltproben der Schluchseetalsperre. December 2019. [PUMA: IWSABT:LWW IWSAUTHOR:GoertzJan IWSAUTHOR:PrasastiEksaBagas IWSAUTHOR:TerheidenKristina IWSAUTHOR:WieprechtSilke IWSMONTH:12 IWSSUBTYPE:techreport IWSTYPENR:7 IWSYEAR:2019]
Bayesian3 active learning for Gaussian process emulator using information theory. Entropy, (22)0890:1-27, Multidisciplinary Digital Publishing Institute, 2020. [PUMA: IWSABT:ls3 IWSAUTHOR:KroekerIlja IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2020 from:timothypraditia]
Optimal planning of hydropower and energy storage technologies for fully renewable power systems. 2019. [PUMA: IWSMONTH:12 IWSSUBTYPE:phdthesis 4 IWSTYPEDE:Doktorarbeiten_Habitilationen IWSTYPEEN:phd_and_habilitation_theses from:timothypraditia IWSABT:ls3 IWSYEAR:2019 IWSTYPENR:8] URL