Concepedia

Alexander Thebelt

AT

5

Publications

201

Citations

5

H-Index

2020

Active since

Affiliations

Imperial College London(Current)

Alexander Thebelt is an author at Imperial College London specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningEnergy EfficiencyEnergyHydrogenData MiningSolar PowerData ScienceDeep Learning

Publications per year

2020–2022

5

Publications

5

Maximizing information from chemical engineering data sets: Applications to machine learning

Alexander Thebelt, Johannes Wiebe, Jan Kronqvist et al. · Chemical Engineering Science · 2022 · 95 citations · Full text

ENTMOOT: A framework for optimization over ensemble tree models

Alexander Thebelt, Jan Kronqvist, Miten Mistry et al. · Computers & Chemical Engineering · 2021 · 48 citations · Full text

Engineering, Machine Learning, Data Science +8

Multi-objective constrained optimization for energy applications via tree ensembles

Alexander Thebelt, Calvin Tsay, Robert M. Lee et al. · Applied Energy · 2021 · 24 citations · Full text

Engineering, Energy Efficiency, Energy Management +3

Design of 24/7 continuous hydrogen production system employing the solar-powered thermochemical S–I cycle

Jeff Cumpston, Robert Herding, Fabian Lechtenberg et al. · International Journal of Hydrogen Energy · 2020 · 21 citations

Hydrogen Energy Technology, Chemical Engineering, Hydrogen Production +12

Partition-based formulations for mixed-integer optimization of trained ReLU neural networks

Calvin Tsay, Jan Kronqvist, Alexander Thebelt et al. · arXiv (Cornell University) · 2021 · 13 citations · Full text

Artificial Intelligence, Mathematical Programming, Engineering +16

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