4 citations · 4 across the 2 of their papers we have counts for
3 papers
On the Turnpike to Design of Deep Neural Nets: Explicit Depth Bounds
Timm Faulwasser, Arne-Jens Hempel, Stefan Streif
It is well-known that the training of Deep Neural Networks (DNN) can be formalized in the language of optimal control. In this context, this paper leverages classical turnpike prop…
A comprehensive dynamic growth and development model of Hermetia illucens larvae
Murali Padmanabha, Alexander Kobelski, Arne-Jens Hempel +1
Larvae of Hermetia illucens, also commonly known as black soldier fly (BSF) have gained significant importance in the feed industry, primarily used as feed for aquaculture and othe…
Prototypical Description and Controller Design for a Set of Systems Using v-gap Based Clustering
Lukas Munser, Arne-Jens Hempel, Grigory Devadze +1
We present an approach to design stabilizing controllers for a set of linear systems without restrictions regarding their modeling order. To this end, the systems are treated as ab…