Concepedia
Statistics
Publications
4
Citations
63
H-Index
Active since
2022
Affiliations
Forschungszentrum Jülich(Current)
Jülich Aachen Research Alliance
Roland Sandt is an author at Forschungszentrum Jülich specializing in forecasting, data science, and energy storage.
Top concepts
BatteriesData MiningEngineeringForecastingData ScienceEnergy StorageData ManagementMachine LearningEnergy EfficiencyBattery Degradation
Publications per year
2022–2024
Prediction of Battery Cycle Life Using Early-Cycle Data, Machine Learning and Data Management
B. Asim Celik, Roland Sandt, Lara Caroline Pereira dos Santos et al. · Batteries · 2022 · 29 citations · Full text
Engineering, Machine Learning, Energy Efficiency +21
Efficient low temperature Monte Carlo sampling using quantum annealing
Roland Sandt, Robert Spatschek · Scientific Reports · 2023 · 13 citations · Full text
Practical feature filter strategy to machine learning for small datasets in chemistry
Yang Hu, Roland Sandt, Robert Spatschek · Scientific Reports · 2024 · 11 citations · Full text
Quantum annealing for microstructure equilibration with long-range elastic interactions
Roland Sandt, Yann Le Bouar, Robert Spatschek · Scientific Reports · 2023 · 10 citations · Full text
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