Alexander Mitsos
- A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms
2022/11/22 by Danimir T. Doncevic, Doncevic, Danimir T., Alexander Mitsos +11 · 3 citations
Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
- Renewable production of ammonia and nitric acid
2020/02/13 by Ganzhou Wang, Alexander Mitsos, Wolfgang Marquardt · 5 citations
Chemical Engineering · Engineering · #Ammonia Synthesis and Nitrogen Reduction #Carbon Dioxide Capture Technologies #Green IT and Sustainability
- Cost-Optimal Power-to-Methanol: Flexible Operation or Intermediate Storage?
2023/05/25 by Simone Mucci, Mucci, Simone, Alexander Mitsos +3 · 1 citation
Chemical Engineering · Energy · Engineering · #Carbon Dioxide Capture Technologies #Catalysts for Methane Reforming #FOS: Mathematics #Hybrid Renewable Energy Systems #Optimization and Control (math.OC)
- Physics-Informed Neural Networks for Dynamic Process Operations with Limited Physical Knowledge and Data
2024/06/03 by Mehmet Velioglu, Velioglu, Mehmet, Sophia Rupprecht +8 · 1 citation
Engineering · #Fault Detection and Control Systems
- Predicting the Temperature-Dependent CMC of Surfactant Mixtures with Graph Neural Networks
2024/11/04 by Christoforos Brozos, Brozos, Christoforos, Jan G. Rittig +9 · 2 citations
Engineering · #Chemical Physics (physics.chem-ph) #Enhanced Oil Recovery Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- Deterministic Global Optimization of the Acquisition Function in Bayesian Optimization: To Do or Not To Do?
2025/03/05 by Anastasia Georgiou, Daniel Jungen, Georgiou, Anastasia +11 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- GraphXForm: graph transformer for computer-aided molecular design
2025/01/01 by Jonathan Pirnay, Jan G. Rittig, Alexander Wolf +4 · 1 voice · 1 citation
Computer Science · Decision Sciences · #Distributed and Parallel Computing Systems #Scientific Computing and Data Management
- A practical scenario generation method for electricity prices on day-ahead and intraday spot markets
2024/05/23 by Chrysanthi Papadimitriou, Papadimitriou, Chrysanthi, Jan C. Schulze +3 · 1 citation
Engineering · #Applications (stat.AP) #Computational Engineering #Electric Power System Optimization #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Physics and Society (physics.soc-ph) #and Science (cs.CE)