Abdollah Shafieezadeh

29 papers C 1Journal 28

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BARL: Batch active regression learning via query-by-committee with application to slope factor of safety prediction. Appl. Soft Comput. Shayan Mazloom, Abdollah Shafieezadeh, Jieun Hur, Jae-Wook Jung, Jeong-Gon Ha, Daegi Hahm
2026	J	`jnl`	Learning from more to predict with less: Representation-level multimodal distillation to address training-inference data asymmetry in surrogate modeling. Eng. Appl. Artif. Intell. Shayan Mazloom, Abdollah Shafieezadeh, Jieun Hur, Jae-Wook Jung, Jeong-Gon Ha, Daegi Hahm
2026	J	`jnl`	Robust treatment assignment with uncertainty-aware causal forests: Joint optimization of accuracy and estimation uncertainty. Expert Syst. Appl. Yufan Ji, Abdollah Shafieezadeh
2025	J	`jnl`	Cholesky-KalmanNet: Model-Based Deep Learning With Positive Definite Error Covariance Structure. IEEE Signal Process. Lett. Minhyeok Ko, Abdollah Shafieezadeh
2024	J	`jnl`	Analytical robust design optimization for hybrid design variables: An active-learning methodology based on polynomial chaos Kriging. Reliab. Eng. Syst. Saf. Chaolin Song, Abdollah Shafieezadeh, Ru-cheng Xiao, Bin Sun
2023	J	`jnl`	Bayesian updating with adaptive, uncertainty-informed subset simulations: High-fidelity updating with multiple observations. Reliab. Eng. Syst. Saf. Zeyu Wang, Abdollah Shafieezadeh
2023	J	`jnl`	Memory-Augmented Lyapunov-Based Safe Reinforcement Learning: End-to-End Safety Under Uncertainty. IEEE Trans. Artif. Intell. Ashkan B. Jeddi, Nariman L. Dehghani, Abdollah Shafieezadeh
2023	J	`jnl`	Nested physics-informed neural network for analysis of transient flows in natural gas pipelines. Eng. Appl. Artif. Intell. Chi Zhang, Abdollah Shafieezadeh
2023	J	`jnl`	PDP-CNN: A Deep Learning Model for Post-Hurricane Reconnaissance of Electricity Infrastructure on Resource-Constrained Embedded Systems at the Edge. IEEE Trans. Instrum. Meas. Ashkan B. Jeddi, Abdollah Shafieezadeh, Roshanak Nateghi
2022	J	`jnl`	How important are socioeconomic factors for hurricane performance of power systems? An analysis of disparities through machine learning. CoRR Alexys Herleym Rodríguez Avellaneda, Abdollah Shafieezadeh, Alper Yilmaz
2022	J	`jnl`	Multi-Stage Resilience Management of Smart Power Distribution Systems: A Stochastic Robust Optimization Model. IEEE Trans. Smart Grid Nariman L. Dehghani, Abdollah Shafieezadeh
2022	J	`jnl`	Multi-stage Resilience Management of Smart Power Distribution Systems: A Stochastic Robust Optimization Model. CoRR Nariman L. Dehghani, Abdollah Shafieezadeh
2022	J	`jnl`	Optimal monitoring location for tracking evolving risks to infrastructure systems: Theory and application to tunneling excavation risk. Reliab. Eng. Syst. Saf. Zeyu Wang, Abdollah Shafieezadeh, Xiong Xiao, Xiaowei Wang, Quanwang Li
2022	J	`jnl`	Simulation-free reliability analysis with active learning and Physics-Informed Neural Network. Reliab. Eng. Syst. Saf. Chi Zhang, Abdollah Shafieezadeh
2022	J	`jnl`	Value of information analysis in non-stationary stochastic decision environments: A reliability-assisted POMDP approach. Reliab. Eng. Syst. Saf. Chaolin Song, Chi Zhang, Abdollah Shafieezadeh, Ru-cheng Xiao
2021	C	`conf`	A Physics-Informed Graph Attention-based Approach for Power Flow Analysis. ICMLA Ashkan B. Jeddi, Abdollah Shafieezadeh
2021	J	`jnl`	Adaptive Reliability Analysis for Multi-fidelity Models using a Collective Learning Strategy. CoRR Chi Zhang, Chaolin Song, Abdollah Shafieezadeh
2021	J	`jnl`	Adaptive network reliability analysis: Methodology and applications to power grid. CoRR Nariman L. Dehghani, Soroush Zamanian, Abdollah Shafieezadeh
2021	J	`jnl`	Adaptive network reliability analysis: Methodology and applications to power grid. Reliab. Eng. Syst. Saf. Nariman L. Dehghani, Soroush Zamanian, Abdollah Shafieezadeh
2021	J	`jnl`	Error Quantification and Control for Adaptive Kriging-Based Reliability Updating with Equality Information. Reliab. Eng. Syst. Saf. Chi Zhang, Zeyu Wang, Abdollah Shafieezadeh
2021	J	`jnl`	Lyapunov-based uncertainty-aware safe reinforcement learning. CoRR Ashkan B. Jeddi, Nariman L. Dehghani, Abdollah Shafieezadeh
2020	J	`jnl`	On confidence intervals for failure probability estimates in Kriging-based reliability analysis. Reliab. Eng. Syst. Saf. Zeyu Wang, Abdollah Shafieezadeh
2020	J	`jnl`	Optimal Life-Cycle Resilience Enhancement of Aging Power Distribution Systems: A MINLP-Based Preventive Maintenance Planning. IEEE Access Nariman L. Dehghani, Yousef Mohammadi Darestani, Abdollah Shafieezadeh
2020	J	`jnl`	REAK: Reliability analysis through Error rate-based Adaptive Kriging. CoRR Zeyu Wang, Abdollah Shafieezadeh
2020	J	`jnl`	Real-time high-fidelity reliability updating with equality information using adaptive Kriging. Reliab. Eng. Syst. Saf. Zeyu Wang, Abdollah Shafieezadeh
2020	J	`jnl`	Value of Information Analysis via Active Learning and Knowledge Sharing in Error-Controlled Adaptive Kriging. IEEE Access Chi Zhang, Zeyu Wang, Abdollah Shafieezadeh
2019	J	`jnl`	REAK: Reliability analysis through Error rate-based Adaptive Kriging. Reliab. Eng. Syst. Saf. Zeyu Wang, Abdollah Shafieezadeh
2015	J	`jnl`	A Probabilistic Framework for Prioritizing Wood Pole Inspections Given Pole Geospatial Data. IEEE Trans. Smart Grid Urenna P. Onyewuchi, Abdollah Shafieezadeh, Miroslav M. Begovic, Reginald DesRoches
2014	J	`jnl`	Scenario-based resilience assessment framework for critical infrastructure systems: Case study for seismic resilience of seaports. Reliab. Eng. Syst. Saf. Abdollah Shafieezadeh, Lindsay Ivey Burden