- Strategic capacity planning in the biopharmaceutical industry under demand and yield uncertainty. (Vortrag / GPOM Workshop Summer 2023) 2023 mehr…
- Increasing the Productivity of a Multi-Stage Biomanufacturing Process Using MDP Modelling. (Vortrag / INFORMS Annual Meeting 2023 (Phoenix, USA)) 2023 mehr…
- Fermentation and purification process data boost the production of biopharmaceuticals. (Vortrag / GPOM Workshop Winter 2023) 2023 mehr…
- Stochastic optimization of biopharmaceutical operations using MDP. (Vortrag / 29th QBWL Workshop, Beilngries (Germany)) 2019 mehr…
Mirko Schömig-Beißner
Doctoral candidate
Email: mirko.schoemig(at)tum.de
Phone: +49 (0)89 289 24874
Room: 1533 (building 0505)
Research interests
- Supply chain design & planning
- Mathematical modelling & optimization
- Pharmaceutical & biotechnology industry
Employment
| 09/2017 - present | Research associate Chair of Production & Supply Chain Management, Technical University of Munich, Germany |
| 02/2014 - 06/2017 | Strategy consultant in operations & healthcare PwC Strategy& GmbH, Germany |
Education
| 10/2010 - 12/2013 | M.Sc. in Industrial Biotechnology Technical University of Munich, Germany |
| 10/2007 - 09/2010 | B.Sc. in Molecular Biotechnology Technical University of Munich, Germany |
Conference contributions
Student project supervisions
- Strategic capacity planning in the biopharmaceutical industry under demand and yield uncertainty. , 2024 mehr…
- Strategic Capacity Planning in the Biopharmaceutical Industry Under Demand and Capacity Uncertainty. Masterarbeit, 2023 mehr…
- Capacity Planning Under Clinical Trial and Learning Rate Uncertainty in the Pharmaceutical Industry. Masterarbeit, 2022 mehr…
- Capacity Planning in Biopharmaceutical Diagnostics Operations Considering Shelf-Life. Masterarbeit, 2022 mehr…
- Reinforcement learning approach for biopharmaceutical production scheduling. Masterarbeit, 2022 mehr…
- A Reinforcement Learning Approach to Bio-Pharmaceutical Production Operations. Masterarbeit, 2021 mehr…
- Production Planning and Inventory Management in Diagnostics Operations. Masterarbeit, 2021 mehr…
- Stochastic Optimization of Biopharmaceutical Operations Using Reinforcement Learning. Masterarbeit, 2021 mehr…
- Stochastic optimization of bioreactor control policies using Markov decision process model. Masterarbeit, 2019 mehr…
- Workforce scheduling on assembly lines with qualification and training constraints. Masterarbeit, 2019 mehr…
- Capacity planning for a global biopharma contract manufacturer. Masterarbeit, 2019 mehr…
- Development and implementation of a mixed-integer linear programming (MILP) model to automatize production scheduling in the biopharmaceutical industry. Masterarbeit, 2019 mehr…
- Impact of operational decisions on the bioreactor time-space-yield. Masterarbeit, 2019 mehr…
- Uncertainty modelling in biopharmaceutical production. Masterarbeit, 2019 mehr…
- Classifying & modelling setups and cleanings in biopharmaceutical production scheduling. Masterarbeit, 2018 mehr…
- Production planning in a pharmaceutical packaging plant - an industry case study. Masterarbeit, 2018 mehr…
- Production scheduling of biopharmaceutical batch plant operations. Masterarbeit, 2018 mehr…
- Lot routing using distributed and flexible job-shop scheduling: an industry case study. Masterarbeit, 2018 mehr…
- Strategic capacity planning in the biopharmaceutical industry under demand and yield uncertainty: A multi-stage stochastic programming approach. Bachelorarbeit, 2023 mehr…
- Integrated optimization of biopharmaceutical upstream and downstream processing using a MILP modelling approach. Bachelorarbeit, 2022 mehr…
- Outsourcing Implications in a Biopharmaceutical Supply Chain. , 2019 mehr…
- Production and personnel scheduling in the biopharmaceutical industry. Bachelorarbeit, 2019 mehr…
- Classifying and modelling of changeovers in biopharmaceutical production scheduling. Bachelorarbeit, 2018 mehr…
- Optimization of the inbound delivery lead time at the BMW AG supply hub in Regensburg. Bachelorarbeit, 2018 mehr…
- Disposable Production Technology in the Biopharmaceutical Industry. Bachelorarbeit, 2018 mehr…
- Effectiveness of the regulatory approach against counterfeits in the German pharmaceutical supply chain. Bachelorarbeit, 2018 mehr…
- Integrated modelling of quality control and production processes in biopharmaceutical production. Bachelorarbeit, 2018 mehr…
- Introducing a Lead Time in Online Production Scheduling: Exploiting Correlated Uncertainties in Biomanufacturing. IDP-Arbeit, 2024 mehr…
- Optimization of a Biopharmaceutical Production Process using (Deep) Reinforcement Learning. IDP-Arbeit, 2023 mehr…
- Production Planning in Biopharmaceutical Operations using Deep Reinforcement Learning. IDP-Arbeit, 2022 mehr…