Eichler, Annika

1. Bayesian Optimization Algorithms for Accelerator Physics
   2023/12/09 by Ryan Roussel, Roussel, Ryan, Auralee Edelen +48 · 7 citations
   Computer Science · Engineering · #Accelerator Physics (physics.acc-ph) #Advanced Multi-Objective Optimization Algorithms #FOS: Physical sciences #Particle accelerators and beam dynamics
2. Two-Stage Dual Dynamic Programming with Application to Nonlinear Hydro\n Scheduling
   2019/02/22 by Benjamin Flamm, Annika Eichler, Flamm, Benjamin +5 · 2 citations
   Engineering · #Electric Power System Optimization #FOS: Mathematics #Optimization and Control (math.OC) #Smart Grid Energy Management #Water resources management and optimization
3. Large Language Models for Human-Machine Collaborative Particle Accelerator Tuning through Natural Language
   2024/05/14 by Kaiser, Jan, Eichler, Annika, Lauscher, Anne · 4 citations
   #Accelerator Physics (physics.acc-ph) #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
4. Towards Safe Multi-Task Bayesian Optimization
   2023/12/12 by Lübsen, Jannis O., Hespe, Christian, Eichler, Annika · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Systems and Control (eess.SY) #electronic engineering #information engineering
5. Towards Unlocking Insights from Logbooks Using AI
   2024/05/25 by Sulc, Antonin, Bien, Alex, Eichler, Annika +15 · 1 citation
   #Accelerator Physics (physics.acc-ph) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences
6. A Two-Stage Machine Learning-Aided Approach for Quench Identification at the European XFEL
   2024/07/11 by Lynda Boukela, Boukela, Lynda, Annika Eichler +5 · 1 citation
   Engineering · Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Medical Imaging Techniques and Applications #Particle Accelerators and Free-Electron Lasers #Superconducting Materials and Applications