Mulugeta A. Haile

27 papers C 2Journal 24Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Generating Physically Sound Designs from Text and a Set of Physical Constraints. CoRR Gregory Barber, Todd C. Henry, Mulugeta A. Haile
2025	J	`jnl`	Deep Temporal Convolutional Network for Multisensory Fusion With Imbalanced Data of Flight Regime Recognition. IEEE Trans. Aerosp. Electron. Syst. Celso T. do Cabo, Adam Krzywosz, Meng Ma, Zhu Mao, Tzikang Chen, Mulugeta A. Haile
2025	J	`jnl`	Unsupervised learning for anticipating critical transitions. CoRR Shirin Panahi, Ling-Wei Kong, Bryan Glaz, Mulugeta A. Haile, Ying-Cheng Lai
2024	C	`conf`	A Model for Multi-Agent Heterogeneous Interaction Problems. ACC Christopher D. Hsu, Mulugeta A. Haile, Pratik Chaudhari
2024	J	`jnl`	Learning to learn ecosystems from limited data - a meta-learning approach. CoRR Zheng-Meng Zhai, Bryan Glaz, Mulugeta A. Haile, Ying-Cheng Lai
2024	J	`jnl`	Machine-learning prediction of tipping and collapse of the Atlantic Meridional Overturning Circulation. CoRR Shirin Panahi, Ling-Wei Kong, Mohammadamin Moradi, Zheng-Meng Zhai, Bryan Glaz, Mulugeta A. Haile, Ying-Cheng Lai
2023	J	`jnl`	Machine-learning parameter tracking with partial state observation. CoRR Zheng-Meng Zhai, Mohammadamin Moradi, Bryan Glaz, Mulugeta A. Haile, Ying-Cheng Lai
2023	J	`jnl`	Model-free tracking control of complex dynamical trajectories with machine learning. CoRR Zheng-Meng Zhai, Mohammadamin Moradi, Ling-Wei Kong, Bryan Glaz, Mulugeta A. Haile, Ying-Cheng Lai
2022	J	`jnl`	A Model for Perimeter-Defense Problems with Heterogeneous Teams. CoRR Christopher D. Hsu, Mulugeta A. Haile, Pratik Chaudhari
2022	J	`jnl`	Digital twins of nonlinear dynamical systems. CoRR Ling-Wei Kong, Yang Weng, Bryan Glaz, Mulugeta A. Haile, Ying-Cheng Lai
2022	J	`jnl`	Implicit Particle Filtering via a Bank of Nonlinear Kalman Filters. CoRR Iman Askari, Mulugeta A. Haile, Xuemin Tu, Huazhen Fang
2022	J	`jnl`	Implicit particle filtering Autom. Iman Askari, Mulugeta A. Haile, Xuemin Tu, Huazhen Fang
2022	J	`jnl`	Robust Extended Kalman Filtering for Systems With Measurement Outliers. IEEE Trans. Control. Syst. Technol. Huazhen Fang, Mulugeta A. Haile, Yebin Wang
2022	J	`jnl`	Underwater Acoustic Communication Channel Modeling Using Reservoir Computing. IEEE Access Oluwaseyi Onasami, Ming Feng, Hao Xu, Mulugeta A. Haile, Lijun Qian
2021	J	`jnl`	Adaptable Hamiltonian neural networks. CoRR Chen-Di Han, Bryan Glaz, Mulugeta A. Haile, Ying-Cheng Lai
2021	J	`jnl`	Joint Parameter Discovery and Generative Modeling of Dynamic Systems. CoRR Gregory Barber, Mulugeta A. Haile, Tzikang Chen
2021	J	`jnl`	Physical Constraint Embedded Neural Networks for inference and noise regulation. CoRR Gregory Barber, Mulugeta A. Haile, Tzikang Chen
2021	J	`jnl`	TensorDiffEq: Scalable Multi-GPU Forward and Inverse Solvers for Physics Informed Neural Networks. CoRR Levi D. McClenny, Mulugeta A. Haile, Ulisses M. Braga-Neto
2021	J	`jnl`	Tomography of time-dependent quantum spin networks with machine learning. CoRR Chen-Di Han, Bryan Glaz, Mulugeta A. Haile, Ying-Cheng Lai
2020	J	`jnl`	Deep Multimodal Transfer-Learned Regression in Data-Poor Domains. CoRR Levi D. McClenny, Mulugeta A. Haile, Vahid Attari, Brian M. Sadler, Ulisses M. Braga-Neto, Raymundo Arróyave
2020	J	`jnl`	SSUE: Simultaneous State and Uncertainty Estimation for Dynamical Systems. CoRR Hang Geng, Mulugeta A. Haile, Huazhen Fang
2019	C	`conf`	Ballistic Trajectory Estimation Using Polynomial Chaos Based Square Root Ensemble Filter. FUSION Tao Sun, Ruixin Niu, Mulugeta A. Haile
2019	J	`jnl`	Robust Extended Kalman Filtering for Systems with Measurement Outliers. CoRR Huazhen Fang, Mulugeta A. Haile, Yebin Wang
2018	J	`jnl`	Nonlinear Bayesian estimation: from Kalman filtering to a broader horizon. IEEE CAA J. Autom. Sinica Huazhen Fang, Ning Tian, Yebin Wang, MengChu Zhou, Mulugeta A. Haile
2018	—	`conf`	Robustifying the Kalman Filter Against Measurement Outliers: An Innovation Saturation Mechanism. CDC Huazhen Fang, Mulugeta A. Haile, Yebin Wang
2017	J	`jnl`	Nonlinear Bayesian Estimation: From Kalman Filtering to a Broader Horizon. CoRR Huazhen Fang, Ning Tian, Yebin Wang, MengChu Zhou, Mulugeta A. Haile
2016	J	`jnl`	Robust Particle Filters for Fatigue Crack Growth Estimation in Rotorcraft Structures. IEEE Trans. Reliab. Mulugeta A. Haile, Jaret C. Riddick, Abey H. Assefa