Robotics Innovation Center

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1. Bernhard J. Berger; Christina Plump; Rolf Drechsler

   EvoAl: A domain-specific language-based approach to optimisation

   In: IEEE 2023 Congress on Evolutionary Computation. IEEE Congress on Evolutionary Computation (IEEE CEC-2023), July 1-5, Chicago, IL, USA, 2023.

2. Christina Plump; Bernhard J. Berger; Rolf Drechsler

   KI-gestützte Optimierung repetitiver Prozesse - Eine Kodierungstechnik für repetitive Prozesse in der evolutionären Optimierung

   In: Industrie 4.0 Management (IM), Vol. 39, Pages 19-22, 2023.

3. Daniel Christopher Hoinkiss; Jörn Huber; Christina Plump; Christoph Lüth; Rolf Drechsler; Matthias Günther

   AI-Driven and Automated MRI Sequence Optimization in Scanner-Independent MRI Sequences Formulated by a Domain-Specific Language

   In: Frontiers in Neuroimaging, Vol. 02, frontiers, 2023.

4. Christopher Metz; Christina Plump; Bernhard J. Berger; Rolf Drechsler

   Hybrid PTX Analysis for GPU accelerated CNN inferencing aiding Computer Architecture Design

   In: Forum on specification & Design Languages (FDL 2023). Forum on Specification & Design Languages (FDL-2023), September 13-15, Turin, Italy, 2023.

5. Christina Plump; Bernhard J. Berger; Rolf Drechsler

   Repetitive Processes and their surrogate-model congruent encoding for evolutionary algorithms - A theoretic proposal

   In: GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation. Genetic and Evolutionary Computation …

6. Rolf Drechsler; Christopher Metz; Christina Plump

   Energy-Efficient CNN inferencing on GPUs with Dynamic Frequency Scaling

   In: 2nd International Conference on Innovations in Data Analytics (ICIDA). International Conference on Innovations in Data Analytics (ICIDA-2023), …

7. Christina Plump; Bernhard Berger; Rolf Drechsler

   Choosing the right technique for the right restriction - a domain-specific approach for enforcing search-space restrictions in evolutionary algorithms

   In: International Conference on Dynamics in Logistics. International Conference on Dynamics in Logistics (LDIC-2022), February 23-25, Bremen, Germany, …

8. Christina Plump; Bernhard J. Berger; Rolf Drechsler

   Adapting mutation and recombination operators to range-aware relations in real-world application data

   In: The Genetic and Evolutionary Computation Conference (GECCO Companion). Genetic and Evolutionary Computation Conference (GECCO-2022), July 9-13, …

9. Christina Plump; Bernhard J. Berger; Rolf Drechsler

   Using density of training data to improve evolutionary algorithms with approximative fitness functions

   In: Congress of Evolutionary Computation (CEC). IEEE World Congress On Computational Intelligence (WCCI-2022), July 18-23, Padova, Italy, 2022.

10. Nils Ellendt; Brigitte Clausen; Nicole Mensching; Daniel Meyer; Christina Plump; Heike Sonnenberg; Matthias Steinbacher; Anastasiya Tönjes

    Experimental Methods to Enable High-Throughput Characterization of New Structural Materials

    In: The Journal of The Minerals, Metals & Materials Society (TMS) (JOM), Vol. 73, Pages 3347-3355, 2021.

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