Christof, Constantin

1. Differential Sensitivity Analysis of Variational Inequalities with\n Locally Lipschitz Continuous Solution Operators
   2017/11/07 by Constantin Christof, Gerd Wachsmuth, Christof, Constantin +1 · 1 citation
   Computer Science · Engineering · #Contact Mechanics and Variational Inequalities #Optimization and Variational Analysis #Topology Optimization in Engineering
2. On the Omnipresence of Spurious Local Minima in Certain Neural Network Training Problems
   2022/02/23 by Constantin Christof, Julia Kowalczyk, Christof, Constantin +1 · 1 citation
   Computer Science · Mathematics · #49K40 #52A30 #68T07 #90C31 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Mathematical Approximation and Integration #Neural Networks and Applications #Optimization and Control (math.OC)
3. On the Identification and Optimization of Nonsmooth Superposition Operators in Semilinear Elliptic PDEs
   2023/06/08 by Constantin Christof, Julia Kowalczyk, Christof, Constantin +1 · 1 citation
   Mathematics · Physics and Astronomy · Computer Science · #Numerical methods in inverse problems #Model Reduction and Neural Networks #Advanced Mathematical Modeling in Engineering
4. Gas Source Localization Using physics Guided Neural Networks
   2024/05/07 by Victor Scott Prieto Ruiz, Patrick Hinsen, Ruiz, Victor Scott Prieto +7 · 1 citation
   Engineering · Physics and Astronomy · #Flow Measurement and Analysis #Nuclear Physics and Applications #Heat Transfer and Boiling Studies