Concepedia

Timothy Praditia

TP

5

Publications

131

Citations

5

H-Index

2018

Active since

Affiliations

University of Stuttgart(Current)

Norsk Hydro (Germany)

Timothy Praditia is an author at University of Stuttgart specializing in engineering, deep learning, and data science.

Top concepts

EngineeringData ScienceDeep LearningMachine LearningNumerical SimulationData MiningHeat TransferRefrigerationEnergy StorageRobot Learning

Publications per year

2018–2022

5

Publications

5

PDEBENCH: An Extensive Benchmark for Scientific Machine Learning

Makoto Takamoto, Timothy Praditia, Raphael Leiteritz et al. · arXiv (Cornell University) · 2022 · 56 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +19

Multiscale formulation for coupled flow-heat equations arising from single-phase flow in fractured geothermal reservoirs

Timothy Praditia, Rainer Helmig, Hadi Hajibeygi · Computational Geosciences · 2018 · 41 citations · Full text

Global sensitivity analysis of a CaO/Ca(OH)2 thermochemical energy storage model for parametric effect analysis

Sinan Xiao, Timothy Praditia, Sergey Oladyshkin et al. · Applied Energy · 2021 · 12 citations

Thermodynamic Modelling, Electrical Engineering, Engineering +14

Improving Thermochemical Energy Storage Dynamics Forecast with Physics-Inspired Neural Network Architecture

Timothy Praditia, Thilo Walser, Sergey Oladyshkin et al. · Energies · 2020 · 11 citations · Full text

Finite Volume Neural Network: Modeling Subsurface Contaminant Transport

Timothy Praditia, Matthias Karlbauer, Sebastian Otte et al. · arXiv (Cornell University) · 2021 · 11 citations · Full text

Engineering, Machine Learning, Autoencoders +16

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