Juliane Müller

Area of research

Computational Theory and Mathematics · Statistics, Probability and Uncertainty

Research interest

Research interests include Advanced Multi-Objective Optimization Algorithms, Probabilistic and Robust Engineering Design, Metaheuristic Optimization Algorithms Research, and Optimal Experimental Design Methods.

h-index

citations

1,388

works

NIH funding

—

primary concept

—

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Recent publications

Inverse design of photonic surfaces via multi fidelity ensemble framework and femtosecond laser processing

npj Computational Materials 2025cited by 8position: middledoi

Influence of ensemble surrogate models and sampling strategy on the solution quality of algorithms for computationally expensive black-box global optimization problems

Journal of Global Optimization 2014cited by 158position: firstdoi

SO-MI: A surrogate model algorithm for computationally expensive nonlinear mixed-integer black-box global optimization problems

Computers & Operations Research 2012cited by 191position: firstdoi

Grants

No grants ingested yet.

Frequent collaborators

Christine A. Shoemaker · National University of Singapore2 papers (2012–2014)— · 1 papers (2012–2012)Mahmoud Elzouka · Lawrence Berkeley National Laboratory1 papers (2025–2025)Luka Grbčić · Lawrence Berkeley National Laboratory1 papers (2025–2025)Wibe A. de Jong · University of California, Berkeley1 papers (2025–2025)Vassilia Zorba · University of California, Berkeley1 papers (2025–2025)Minok Park · University of California, Berkeley1 papers (2025–2025)Costas P. Grigoropoulos · University of California, Berkeley1 papers (2025–2025)Sean Lubner · Lawrence Berkeley National Laboratory1 papers (2025–2025)Ravi Prasher · University of California, Berkeley1 papers (2025–2025)