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Misganaw Abebe

Observed name: Misganaw Abebe Baye
ORCID: 0000-0003-1800-9612
Observed ORCID: 0000-0003-1800-9612
OpenAlex ID: A5074343256
Ship trajectory planning for collision avoidance using hybrid ARIMA-LSTM models
2022 · Misganaw Abebe, Yoojeong Noh, et al. · Ocean Engineering · 89
Machine Learning Approaches for Ship Speed Prediction towards Energy Efficient Shipping
2020 · Misganaw Abebe, Yongwoo Shin, et al. · Applied Sciences · 84
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Developing a Ship Collision Risk Index estimation model based on Dempster-Shafer theory
2021 · Misganaw Abebe, Yoojeong Noh, et al. · Applied Ocean Research · 82
Near-Optimal Weather Routing by Using Improved A* Algorithm
2020 · Yong Woo Shin, Misganaw Abebe, et al. · Applied Sciences · 61
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Ship collision avoidance route planning using CRI-based A∗ algorithm
2023 · Chanhee Seo, Yoojeong Noh, et al. · International Journal of Naval Architecture and Ocean Engineering · 45
Surrogate-based multi-point forming process optimization for dimpling and wrinkling reduction
2015 · Misganaw Abebe, Kyunghoon Lee, et al. · The International Journal of Advanced Manufacturing Technology · 39
Reliability-based robust process optimization of multi-point dieless forming for product defect reduction
2016 · Misganaw Abebe, Ji-Woo Park, et al. · The International Journal of Advanced Manufacturing Technology · 22
Adaptive signal fusion for swashplate pump fault detection using bidirectional long short-term memory and wavelet scattering transform
2024 · Misganaw Abebe, Sun Young Kim, et al. · Engineering Applications of Artificial Intelligence · 13
Radial Basis Functional Model of Multi-Point Dieless Forming Process for Springback Reduction and Compensation
2017 · Misganaw Abebe, Jun-Seok Yoon, et al. · Metals · 13
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Surrogate-assisted reliability-based design optimization of PEMFC serpentine flow channel
2024 · Misganaw Abebe, Bonyong Koo, et al. · Frontiers in Energy Research · 11
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Fatigue Life Uncertainty Quantification of Front Suspension Lower Control Arm Design
2023 · Misganaw Abebe, Bonyong Koo · Vehicles · 9
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Numerical verification on formability of metallic alloys for skin structure using multi-point die-less forming
2017 · Misganaw Abebe, Ji-Woo Park, et al. · International Journal of Precision Engineering and Manufacturing · 8
NOx emission reduction of coal‐fired power plants through data‐driven model and particle swarm optimization
2024 · Misganaw Abebe, Jin Seo, et al. · Environmental Progress & Sustainable Energy · 7
Mitigating Measurement Inaccuracies in Digital Twins of Construction Machinery through Multi-Objective Optimization
2024 · Misganaw Abebe, Yonggeun Cho, et al. · Sensors · 5
Multi-Objective Six-Sigma Approach for Robust Optimization of Multi-Point Dieless Forming Process
2020 · Misganaw Abebe, Junseok Yoon, et al. · International Journal of Precision Engineering and Manufacturing · 3
Physics-informed meta-learning for elasticity problems with geometric parameterization
2025 · Misganaw Abebe, Min-Geun Kim, et al. · Finite Elements in Analysis and Design · 2
Multi-Point Dieless Forming Product Defect Reduction Using Reliability-Based Robust Process Optimization
2016 · Misganaw Abebe Baye, Ji-Woo Park, et al. · World Academy of Science, Engineering and Technology, International Journal of Industrial and Manufacturing Engineering
Works count: 17
Citation count: 493
H-index: 10
I10-index: 10
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