| Reduced order dynamical models for complex dynamics in manufacturing and natural systems using machine learning W Farlessyost, S Singh Nonlinear Dynamics 110 (2), 1613-1631, 2022 | 8 | 2022 |
| The effectiveness of multi-label classification and multi-output regression in social trait recognition W Farlessyost, KR Grant, SR Davis, D Feil-Seifer, EM Hand Sensors 21 (12), 4127, 2021 | 3 | 2021 |
| Resilience Dynamics in Coupled Natural-Industrial Systems: A Surrogate Modeling Approach for Assessing Climate Change Impacts on Industrial Ecosystems W Farlessyost, S Singh arXiv preprint arXiv:2412.17006, 2024 | 1 | 2024 |
| Dynamics and Resilience for Design of Sustainable Processes, Industrial Networks and Supply Chains: Review and Perspective A Shekhar, W Farlessyost, S Singh | | 2025 |
| Causality Guided Minimization of Liquid Time Constant Neural Network Models W Farlessyost, S Singh 2024 AIChE Annual Meeting, 2024 | | 2024 |
| Improving Mechanistic Model Accuracy with Machine Learning Informed Physics W Farlessyosta, S Singha METHODOLOGY 19, 20, 2024 | | 2024 |
| Modeling Dynamics of Material Flows in Coupled Industrial Processes Using Data Driven System Identification W Farlessyost, S Singh 2022 AIChE Annual Meeting, 2022 | | 2022 |
| Sustainability and Resiliency Assessment for Industrial Synergies between Renewable Energy and Chemical Production A Bademi, W Farlessyost, M Stevens, S Singh 2021 AIChE Annual Meeting, 2021 | | 2021 |
| A Hybrid Mechanistic-Machine Learning Approach to Identify Dynamical Models for Sustainability Assessment of Manufacturing Processes: A Soybean Diesel Process Case Study W Farlessyost, S Singh 2021 AIChE Annual Meeting, 2021 | | 2021 |
