Profile of Jochen Schmid

Fields of Activity / Competences

  • Informed machine learning, in particular shape-constrained regression
  • Optimal experimental design
  • Semi-infinite optimization
  • Simulation and optimal control of dynamical processes

 

Fraunhofer-Publica

A collection of publications by Jochen Schmid in the Fraunhofer-Publica

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2024 Sequential optimal experimental design for vapor-liquid equilibrium modeling
Bubel, Martin; Schmid, Jochen; Kozachynskyi, Volodymyr; Esche, Erik; Bortz, Michael
Zeitschriftenaufsatz
Journal Article
2023 Calibrated simplex-mapping classification
Heese, Raoul; Schmid, Jochen; Walczak, Michał; Bortz, Michael
Zeitschriftenaufsatz
Journal Article
2022 Capturing and incorporating expert knowledge into machine learning models for quality prediction in manufacturing
Link, Patrick; Poursanidis, Miltiadis; Schmid, Jochen; Zache, Rebekka; Kurnatowski, Martin von; Teicher, Uwe; Ihlenfeldt, Steffen
Zeitschriftenaufsatz
Journal Article
2022 Well-posedness and stability of non-autonomous semilinear input-output systems
Schmid, Jochen
Zeitschriftenaufsatz
Journal Article
2022 Stabilization of port-Hamiltonian systems with discontinuous energy densities
Schmid, Jochen
Zeitschriftenaufsatz
Journal Article
2022 Asymptotic gain results for attractors of semilinear systems
Schmid, Jochen; Kapustyan, O.; Dashkovskiy, S.
Zeitschriftenaufsatz
Journal Article
2022 Approximation, characterization, and continuity of multivariate monotonic regression functions
Schmid, Jochen
Zeitschriftenaufsatz
Journal Article
2022 Modeling and optimizing dynamic networks: Applications in process engineering and energy supply
Mohring, Jan; Schmid, Jochen; Wlazlo, Jaroslaw; Heese, Raoul; Gerlach, Thomas; Kochenburger, Thomas; Bortz, Michael
Aufsatz in Buch
Book Article
2021 Stabilization of port-Hamiltonian systems by nonlinear boundary control in the presence of disturbances
Schmid, Jochen; Zwart, Hans
Zeitschriftenaufsatz
Journal Article
2021 Calibrated Simplex Mapping Classification
Heese, Raoul; Walczak, Michal; Bortz, Michael; Schmid, Jochen
Paper
2021 Correction to: A local input-to-state stability result w.r.t. attractors of nonlinear reaction-diffusion equations
Dashkovskiy, S.; Kapustyan, O.; Schmid, J.
Erratum
2021 Compensating data shortages in manufacturing with monotonicity knowledge
Kurnatowski, M. von; Schmid, J.; Link, P.; Zache, R.; Morand, L.; Kraft, T.; Schmidt, I.; Schwientek, J.; Stoll, A.
Zeitschriftenaufsatz
Journal Article
2021 Approximate solutions of convex semi-infinite optimization problems in finitely many iterations
Schmid, Jochen
Paper
2020 Input-to-state stability results w.r.t. global attractors of semi-linear reaction-diffusion equations
Dashkovskiy, Sergey; Kapustyan, Oleksiy; Schmid, Jochen
Zeitschriftenaufsatz
Journal Article
2020 Industry-Driven Rapid Prototyping for Comparing Nonlinear Control Schemes in Pyomo
Schmid, J.; Teichert, K.; Chioua, M.; Schindler, T.; Bortz, M.
Zeitschriftenaufsatz
Journal Article
2020 A local input-to-state stability result w.r.t. attractors of nonlinear reaction-diffusion equations
Dashkovskiy, S.; Kapustyan, O.; Schmid, J.
Zeitschriftenaufsatz
Journal Article
2020 Infinite-time admissibility under compact perturbations
Schmid, J.
Konferenzbeitrag
Conference Paper
2020 Simulation and optimal control of the Williams-Otto process using Pyomo
Schmid, Jochen; Teichert, Katrin; Chioua, Moncef; Schindler, Thorsten; Bortz, Michael
Paper
2020 Asymptotic gain results for attractors of semilinear systems
Schmid, Jochen; Kapustyan, Oleksiy; Dashkovskiy, Sergey
Paper
2019 A local input-to-state stability result w.r.t. attractors of nonlinear reaction-diffusion equations
Dashkovskiy, Sergey; Kapustyan, Oleksiy V.; Schmid, Jochen
Paper
2019 Well-posedness of non-autonomous semilinear systems
Schmid, J.; Dashkovskiy, S.; Jacob, B.; Laasri, H.
Zeitschriftenaufsatz
Journal Article
2019 Stability of infinitely many interconnected systems
Dashkovskiy, Sergey; Mironchenko, Andrii; Schmid, Jochen; Wirth, Fabian
Zeitschriftenaufsatz
Journal Article
2019 Weak input-to-state stability: Characterizations and counterexamples
Schmid, J.
Zeitschriftenaufsatz
Journal Article
2019 Adiabatic theorems for general linear operators with time-independent domains
Schmid, Jochen
Zeitschriftenaufsatz
Journal Article
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica