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Replacing Time-Consuming Building Performance Simulations with Real-Time Surrogate Models and their Application in Early-Stage Design Space Exploration

, , , , , and . BauSim 2022 in Weimar : Proceedings, page 476-481. Weimar, International Building Performance Simulation Association, (2022)

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Replacing Time-Consuming Building Performance Simulations with Real-Time Surrogate Models and their Application in Early-Stage Design Space Exploration, , , , , and . BauSim 2022 in Weimar : Proceedings, page 476-481. Weimar, International Building Performance Simulation Association, (2022)Optimizing an Expensive Multi-Objective Building Performance Problem: Benchmarking Model-Based Optimization Algorithms Against Metaheuristics with and Without Surrogates, , , and . (2024)Optimizing an expensive multi-objective building performance problem: Benchmarking model-based optimization algorithms against metaheuristics with and without surrogates, , , and . Energy and Buildings, (June 2025)Replacing energy simulations with surrogate models for design space exploration, , , , , and . Bauphysik, 44 (6): 311-316 (2022)Replication Data for: Optimizing an expensive multi-objective building performance problem: Benchmarking model-based optimization algorithms against metaheuristics with and without surrogates., , , and . Dataset, (2024)Related to: Zorn, M., Claus, L., Frenzel, C., & Wortmann, T. (2025). Optimizing an expensive multi-objective building performance problem: Benchmarking model-based optimization algorithms against metaheuristics with and without surrogates. Energy and Buildings, 336, 115562. doi: 10.1016/j.enbuild.2025.115562.