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Career

· Doctoral Researcher in Machine Learning and Control, UC Berkeley - Berkeley Artificial Intelligence Research (BAIR)2023–

Publications (31)

Unsupervised learning approach for network intrusion detection system using autoencoders
Journal of Supercomputing · 2019
159
cited
Spatial Modulation of Repeated Vibration Modes in Rotationally Periodic Structures
2000
62
cited
Wafer Edge Yield Prediction Using a Combined Long Short-Term Memory and Feed- Forward Neural Network Model for Semiconductor Manufacturing
IEEE Access · 2020
27
cited
Belief Propagation for Energy Efficiency Maximization in Wireless Heterogeneous Networks
IEEE Transactions on Wireless Communications · 2021
21
cited
On the First Hydrogenation Kinetics and Mechanisms of a Tife0.85cr0.15 Alloy Produced by Gas Atomization
Social Science Research Network · 2022
20
cited
Soil plug behaviour of open-ended pipe piles during installation
2017
13
cited
Deep Reinforcement Learning Approach for UAV-Assisted Mobile Edge Computing Networks
Global Communications Conference · 2022
10
cited
Effect of a constrictor plate on behavior of a model steel pipe pile driven in dense sand
Ocean Engineering · 2023
9
cited
Evaluation of one- and two-parameter models for estimation of void ratio of binary sand mixtures deposited by dry pluviation
Granular Matter · 2019
9
cited
Prediction of Undrained Shear Strength by the GMDH-Type Neural Network Using SPT-Value and Soil Physical Properties
Materials · 2022
8
cited
Tangential Heave Stress for the Design of Deep Foundations Revisited
2015
8
cited
An efficient eigensolution method and its implementation for large structural systems
2004
6
cited
Densification of polycrystalline alumina with dense dislocation arrays via stainless steel sealed powder metallurgy hot isostatic press
Ceramics International · 2023
4
cited
Investigation of SiC formation on the graphite surface by CO-H2-SiO gas
Journal of Materials Research and Technology · 2023
3
cited
Korean Movie-review Sentiment Analysis Using Parallel Stacked Bidirectional LSTM Model
Journal of KIISE · 2019
3
cited
A Near-Real-Time Answer Discovery for Open-Domain With Unanswerable Questions From the Web
IEEE Access · 2020
2
cited
Development of a Laboratory Testing System to Study the Effect of Frost Heave on a Steel Pile
Geotechnical Testing Journal · 2022
2
cited
Learning-based Trajectory Tracking for Bird-inspired Flapping-Wing Robots
American Control Conference · 2024
2
cited
ACCELERATING COMMERCIAL LINEAR DYNAMIC AND NONLINEAR IMPLICIT FEA SOFTWARE THROUGH HIGH-PERFORMANCE COMPUTING
2011
1
cited
Estimation of Aerodynamics Forces in Dynamic Morphing Wing Flight
IEEE/RJS International Conference on Intelligent RObots and Systems · 2025
1
cited
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Mintae Kim | Researcher Profile | Sotabase | Sotabase