Marius Juston

Introduction

Marius Juston is a Ph.D. student in the Department of Industrial and Systems Engineering with a B.S. and M.S. in Systems Engineering at the University of Illinois-Urbana Champaign. He focuses on autonomous vehicle localization, neural adaptive fuzzy logic, and neural networks. He joined the Autonomous and Unmanned Vehicles Systems Lab in 2020 and hopes to further the field of machine learning-based control and autonomous systems planning and decision-making.

Journals

• M. F. R. Juston, S. R. Dekhterman, W. R. Norris, D. Nottage and A. Soylemezoglu, "Hierarchical Rule-Base Reduction Based ANFIS With Online Optimization Through DDPG," in IEEE Transactions on Fuzzy Systems, https://doi.org/10.1109/TFUZZ.2024.3449147
• Marius Juston, William R Norris, Dustin Nottage, et al. 1-Lipschitz Network Initialization for Certifiably Robust Classification Applications: A Decay Problem. TechRxiv. August 02, 2024,  https://doi.org/10.36227/techrxiv.172263370.04956122/v1
• Marius F R Juston, Alex Gisi, William R Norris, et al. APECS: Adaptive Personalized Control System Architecture. TechRxiv. August 01, 2024, https://doi.org/10.36227/techrxiv.172254391.18494239/v1
• Juston, M.F.R.; Norris, W.R. Ad Hoc Mesh Network Localization Using Ultra-Wideband for Mobile Robotics. Sensors 2024, 24, 1154. https://doi.org/10.3390/s24041154

Conferences

• Lobato, Ana Michaela, Marius Juston, William Robert Norris, Rakesh Nagi, Ahmet Soylemezoglu, and Dustin Nottage. 2021. "Comparison of Semantic Segmentation Deep Learning Models for Land use Mapping: Site Characterization for Construction Site Preparation." IISE Annual Conference.Proceedings: 1142-1147. https://www.proquest.com/scholarly-journals/comparison-semantic-segmentation-deep-learning/docview/2560889013/se-2.