Efe C. Balta
- Predictive Linear Online Tracking for Unknown Targets
2024/02/15 by Anastasios Tsiamis, Tsiamis, Anastasios, Aren Karapetyan +7 · 3 citations
Computer Science · Engineering · #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Guidance and Control Systems #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #Target Tracking and Data Fusion in Sensor Networks #electronic engineering #information engineering
- Closed-loop Performance Optimization of Model Predictive Control with Robustness Guarantees
2024/03/07 by Riccardo Zuliani, Efe C. Balta, Zuliani, Riccardo +3 · 3 citations
Engineering · #Advanced Control Systems Optimization #FOS: Electrical engineering #FOS: Mathematics #Fault Detection and Control Systems #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Adaptive Bayesian Optimization for High-Precision Motion Systems
2024/04/22 by Christopher König, Raamadaas Krishnadas, König, Christopher +5 · 2 citations
Engineering · #Advanced Measurement and Metrology Techniques #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Iterative Learning Control Systems #Machine Learning (cs.LG) #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Batch Model Predictive Control for Selective Laser Melting
2021/11/16 by Riccardo Zuliani, Zuliani, Riccardo, Efe C. Balta +5 · 1 citation
Engineering · #Additive Manufacturing Materials and Processes
- Risk-Averse Model Predictive Control for Priced Timed Automata
2022/10/27 by Mostafa Tavakkoli Anbarani, Efe C. Balta, Anbarani, Mostafa Tavakkoli +5 · 1 citation
Computer Science · #Formal Methods in Verification #Real-Time Systems Scheduling #Petri Nets in System Modeling
- Online Residual Learning from Offline Experts for Pedestrian Tracking
2024/09/06 by Vlachos, Anastasios, Anastasios Tsiamis, Tsiamis, Anastasios +6 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #Target Tracking and Data Fusion in Sensor Networks #Video Surveillance and Tracking Methods #electronic engineering #information engineering
- Layer-to-Layer Melt Pool Control in Laser Powder Bed Fusion
2023/11/16 by Dominic Liao-McPherson, Liao-McPherson, Dominic, Efe C. Balta +9 · 1 citation
Engineering · #Additive Manufacturing Materials and Processes #FOS: Electrical engineering #Laser Material Processing Techniques #Laser-induced spectroscopy and plasma #Systems and Control (eess.SY) #electronic engineering #information engineering
- Multi-scale closed-loop melt pool control for LPBF via policy optimization
2026/07/19 by Junan Lin, Riccardo Zuliani, Baris Kavas +3
#eess.SY #cs.SY
- Model-Agnostic Meta Learning for Differentiable MPC
2026/07/21 by Salma Elfeki, Riccardo Zuliani, Niklas Schmid +2
#eess.SY #cs.SY #math.OC