Reinforcement Learning Control Algorithm for a PV-Battery-System Providing Frequency Containment Reserve Power. - Niklas Ebell; Felix Heinrich; Jonas Schlund; Marco Pruckner (SmartGridComm, 2018)

Genotyping by Sequencing Reads of 20 Vicia faba Lines with High and Low Vicine and Convicine Content. - Felix Heinrich; Mehmet Gültas; Wolfgang Link; Armin Otto Schmitt (Data, 2020)

Multimodal Meta-Learning for Time Series Regression. - Sebastian Pineda-Arango; Felix Heinrich; Kiran Madhusudhanan; Lars Schmidt-Thieme (AALTD@ECML/PKDD, 2021)

Fleet Management Approach for Manufacturers displayed at the Use Case of Battery Electric Vehicles. - Friedrich von Bülow; Felix Heinrich; Tobias Meisen (SMC, 2021)

A comprehensive study on battery electric modeling approaches based on machine learning. - Felix Heinrich; Patrick Klapper; Marco Pruckner (Energy Inform., 2021)

Detecting Animal Contacts - A Deep Learning-Based Pig Detection and Tracking Approach for the Quantification of Social Contacts. - Martin Wutke; Felix Heinrich; Pronaya Prosun Das; Anita Lange; Maria Gentz; Imke Traulsen; Friederike K. Warns; Armin Otto Schmitt; Mehmet Gültas (Sensors, 2021)

Battery State Estimation of Electric Vehicles using Neural Networks (Batteriezustandsbestimmung von Elektrofahrzeugen mithilfe Neuronaler Netze) - Felix Heinrich (2022)

optRF: Optimising random forest stability by determining the optimal number of trees. - Thomas M. Lange; Mehmet Gültas; Armin Otto Schmitt; Felix Heinrich (BMC Bioinform., 2025)