| An SR1/BFGS SQP algorithm for nonconvex nonlinear programs with block-diagonal Hessian matrix D Janka, C Kirches, S Sager, A Wächter Mathematical Programming Computation 8, 435-459, 2016 | 30 | 2016 |
| Sequential quadratic programming with indefinite Hessian approximations for nonlinear optimum experimental design for parameter estimation in differential–algebraic equations D Janka | 12 | 2015 |
| Detecting and locating patterns in time series using machine learning D Janka, F Lenders, S Wang, A Cohen, N Li Control Engineering Practice 93, 104169, 2019 | 11 | 2019 |
| Direct multiple shooting for nonlinear optimum experimental design D Janka, S Körkel, HG Bock Multiple Shooting and Time Domain Decomposition Methods: MuS-TDD, Heidelberg …, 2015 | 7 | 2015 |
| Optimum experimental design and multiple shooting D Janka Master’s thesis, Universität Heidelberg, Heidelberg, 2010 | 5 | 2010 |
| Metamodeling of Cyber-Physical Production Systems using AutomationML for Collaborative Innovation P Juhlin, JC Schlake, D Janka, A Hawlitschek 2021 26th IEEE International Conference on Emerging Technologies and Factory …, 2021 | 4 | 2021 |
| Method for analyzing effects of operator actions in industrial plants D Janka, M Chioua, P Rodriguez, M Hoernicke, B Schmidt, B Kloepper US Patent 11,880,192, 2024 | 1 | 2024 |
| Method of Material Flow Optimization R Lindkvist, J Linder, K Bhalodi, P Juhlin, JC Schlake, D Janka, ... US Patent App. 18/263,371, 2024 | | 2024 |
| Method for Monitoring A Continuous Industrial Process and System for Performing Said Method P Juhlin, AM Kotriwala, N Li, JC Schlake, F Lenders, M Biskoping, ... US Patent App. 18/259,799, 2024 | | 2024 |
| Method of Industrial Processing of A Bulk Material D Janka, K Bhalodi, P Juhlin, A Potschka, JC Schlake US Patent App. 18/259,665, 2024 | | 2024 |
| Training an Artificial Intelligence Module for Industrial Applications B Schmidt, I Amihai, AM Kotriwala, M Chioua, F Lenders, D Janka, ... US Patent App. 17/956,097, 2023 | | 2023 |
| An Industrial Process Model Generation System D Janka, B Kloepper, M Chioua, P Rodriguez, I Lymperopoulos, M Dix US Patent App. 17/993,443, 2023 | | 2023 |
| Method for an Intelligent Alarm Management in Industrial Processes M Chioua, M Dix, B Kloepper, I Lymperopoulos, D Janka, P Rodriguez US Patent App. 17/966,012, 2023 | | 2023 |
| Method of Transfer Learning for a Specific Production Process of an Industrial Plant B Schmidt, I Amihai, AM Kotriwala, M Chioua, D Janka, F Lenders, ... US Patent App. 17/957,592, 2023 | | 2023 |
| Method of Hierarchical Machine Learning for an Industrial Plant Machine Learning System B Schmidt, I Amihai, AM Kotriwala, M Chioua, D Janka, F Lenders, ... US Patent App. 17/957,609, 2023 | | 2023 |
| Method and Apparatus for Monitoring Machine Learning Models B Schmidt, I Amihai, M Chioua, A Kotriwala, M Hollender, D Janka, ... US Patent App. 17/954,485, 2023 | | 2023 |
| Industrial Plant Machine Learning System B Schmidt, I Amihai, AM Kotriwala, M Chioua, D Janka, F Lenders, ... US Patent App. 17/956,076, 2023 | | 2023 |
| Data Processing for Industrial Machine Learning B Kloepper, B Schmidt, I Amihai, M Chioua, JC Schlake, AM Kotriwala, ... US Patent App. 17/956,117, 2023 | | 2023 |
| Data processing for industrial machine learning B Kloepper, B Schmidt, I Amihai, M Chioua, JC Schlake, AM Kotriwala, ... | | 2021 |
| An industrial process model generation systems D Janka, B Kloepper, M Chioua, P Rodrigez, L Ioannis, M Dix | | 2021 |
