Mohammad Amin Hariri-Ardebili

25 papers C 3Journal 22

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Adaptive Conformal Prediction Intervals Using Data-Dependent Weights With Application to Seismic Response Prediction. IEEE Access Parisa Hajibabaee, Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili
2024	J	`jnl`	An automated machine-learning-assisted stochastic-fuzzy multi-criteria decision making tool: Addressing record-to-record variability in seismic design. Appl. Soft Comput. Ali Amini, Azam Abdollahi, Mohammad Amin Hariri-Ardebili
2024	J	`jnl`	Kriging, Polynomial Chaos Expansion, and Low-Rank Approximations in Material Science and Big Data Analytics. Big Data Golsa Mahdavi, Mohammad Amin Hariri-Ardebili
2024	J	`jnl`	Utilization of stochastic ground motion simulations for scenario-based performance assessment of geo-structures. Reliab. Eng. Syst. Saf. Mohammad Amin Hariri-Ardebili, Sanaz Rezaeian
2023	J	`jnl`	A surrogate-assisted stochastic optimization inversion algorithm: Parameter identification of dams. Adv. Eng. Informatics Yifei Li, Mohammad Amin Hariri-Ardebili, Tongfa Deng, Qingyang Wei, Maosen Cao
2023	C	`conf`	Evaluating Regression Models with Partial Data: A Sampling Approach. CoDIT Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili
2023	J	`jnl`	Generalized uncertainty in surrogate models for concrete strength prediction. Eng. Appl. Artif. Intell. Mohammad Amin Hariri-Ardebili, Golsa Mahdavi
2023	J	`jnl`	The role of artificial intelligence and digital technologies in dam engineering: Narrative review and outlook. Eng. Appl. Artif. Intell. Mohammad Amin Hariri-Ardebili, Golsa Mahdavi, Larry K. Nuss, Upmanu Lall
2022	J	`jnl`	An uncertainty-aware dynamic shape optimization framework: Gravity dam design. Reliab. Eng. Syst. Saf. Azam Abdollahi, Ali Amini, Mohammad Amin Hariri-Ardebili
2022	J	`jnl`	Machine learning-aided PSDM for dams with stochastic ground motions. Adv. Eng. Informatics Mohammad Amin Hariri-Ardebili, Siyu Chen, Golsa Mahdavi
2022	J	`jnl`	Structural uncertainty quantification with partial information. Expert Syst. Appl. Mohammad Amin Hariri-Ardebili, Farhad Pourkamali-Anaraki
2021	C	`conf`	An Empirical Evaluation of the t-SNE Algorithm for Data Visualization in Structural Engineering. ICMLA Parisa Hajibabaee, Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili
2021	J	`jnl`	An Empirical Evaluation of the t-SNE Algorithm for Data Visualization in Structural Engineering. CoRR Parisa Hajibabaee, Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili
2021	J	`jnl`	Call for Special Issue Papers: Big Scientific Data and Machine Learning in Science and Engineering: Deadline for Manuscript Submission: February 1, 2022. Big Data Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili, Stephen Becker, Maziar Raissi
2021	J	`jnl`	Call for Special Issue Papers: Big Scientific Data and Machine Learning in Science and Engineering: Deadline for Manuscript Submission: February 1, 2022. Big Data Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili, Stephen Becker, Maziar Raissi
2021	J	`jnl`	Call for Special Issue Papers: Big Scientific Data and Machine Learning in Science and Engineering: Deadline for Manuscript Submission: February 1, 2022. Big Data Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili, Stephen Becker, Maziar Raissi
2021	J	`jnl`	Copula-based reliability and sensitivity analysis of aging dams: Adaptive Kriging and polynomial chaos Kriging methods. Appl. Soft Comput. Ali Amini, Azam Abdollahi, Mohammad Amin Hariri-Ardebili, Upmanu Lall
2021	J	`jnl`	Kernel Matrix Approximation on Class-Imbalanced Data With an Application to Scientific Simulation. IEEE Access Parisa Hajibabaee, Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili
2021	J	`jnl`	Neural Networks and Imbalanced Learning for Data-Driven Scientific Computing With Uncertainties. IEEE Access Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili
2020	J	`jnl`	Engaging soft computing in material and modeling uncertainty quantification of dam engineering problems. Soft Comput. Mohammad Amin Hariri-Ardebili, Fernando Salazar
2020	C	`conf`	Kernel Ridge Regression Using Importance Sampling with Application to Seismic Response Prediction. ICMLA Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili, Lydia Morawiec
2020	J	`jnl`	Kernel Ridge Regression Using Importance Sampling with Application to Seismic Response Prediction. CoRR Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili, Lydia Morawiec
2020	J	`jnl`	Safety and reliability assessment of heterogeneous concrete components in nuclear structures. Reliab. Eng. Syst. Saf. Mohammad Amin Hariri-Ardebili
2020	J	`jnl`	Uncertainty Quantification of Structural Systems with Subset of Data. CoRR Mohammad Amin Hariri-Ardebili, Farhad Pourkamali-Anaraki, Siamak Sattar
2020	J	`jnl`	Vibration Anatomy and Damage Detection in Power Transmission Towers with Limited Sensors. Sensors Reza Karami-Mohammadi, Masoud Mirtaheri, Mojtaba Salkhordeh, Mohammad Amin Hariri-Ardebili