Seyede Fatemeh Ghoreishi

发表

Adaptive Dimensionality Reduction for Fast Sequential Optimization With Gaussian Processes

Samuel Friedman, Douglas Allaire, Seyede Fatemeh Ghoreishi, 2019, Journal of Mechanical Design.

Multi-information source constrained Bayesian optimization

Douglas Allaire, Seyede Fatemeh Ghoreishi, S. F. Ghoreishi, 2018, Structural and Multidisciplinary Optimization.

Bayesian Optimization for Efficient Design of Uncertain Coupled Multidisciplinary Systems

Seyede Fatemeh Ghoreishi, Mahdi Imani, S. F. Ghoreishi, 2020, 2020 American Control Conference (ACC).

Experiment Design Frameworks for Accelerated Discovery of Targeted Materials Across Scales

Dimitris C. Lagoudas, Edward R. Dougherty, Shahin Boluki, 2019, Front. Mater..

Improved Simulated Annealing With Cobweb Spreading In Continuous Space

Seyede Fatemeh Ghoreishi, Masoud Shariat-Panahi, Mahdi Imani, 2014 .

A Fusion-Based Multi-Information Source Optimization Approach using Knowledge Gradient Policies

Douglas Allaire, Seyede Fatemeh Ghoreishi, S. F. Ghoreishi, 2018 .

Compositional Uncertainty Analysis via Importance Weighted Gibbs Sampling for Coupled Multidisciplinary Systems

Douglas Allaire, Seyede Fatemeh Ghoreishi, D. Allaire, 2016 .

Quantifying the Impact of Different Model Discrepancy Formulations in Coupled Multidisciplinary Systems

Douglas Allaire, Seyede Fatemeh Ghoreishi, Sam Friedman, 2017 .

Bayesian Control of Large MDPs with Unknown Dynamics in Data-Poor Environments

Seyede Fatemeh Ghoreishi, Mahdi Imani, Ulisses Braga-Neto, 2018, NeurIPS.

Offline Fault Detection in Gene Regulatory Networks using Next-Generation Sequencing Data

Seyede Fatemeh Ghoreishi, Mahdi Imani, S. F. Ghoreishi, 2019, 2019 53rd Asilomar Conference on Signals, Systems, and Computers.

Optimal Finite-Horizon Perturbation Policy for Inference of Gene Regulatory Networks

Seyede Fatemeh Ghoreishi, Mahdi Imani, S. F. Ghoreishi, 2021, IEEE Intelligent Systems.

Bayesian Optimization Objective-Based Experimental Design

Seyede Fatemeh Ghoreishi, Mahdi Imani, S. F. Ghoreishi, 2020, 2020 American Control Conference (ACC).

MFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models

Douglas L. Allaire, Seyede Fatemeh Ghoreishi, Mahdi Imani, 2019, AAAI.

Gaussian Process Regression for Bayesian Fusion of Multi-Fidelity Information Sources

Douglas Allaire, Seyede Fatemeh Ghoreishi, 2018 .

Multi-Information Source Fusion and Optimization to Realize ICME: Application to Dual-Phase Materials

Ankit Srivastava, Douglas Allaire, Seyede Fatemeh Ghoreishi, 2018, Journal of Mechanical Design.

Adaptive Real-Time Filter for Partially-Observed Boolean Dynamical Systems

Seyede Fatemeh Ghoreishi, Mahdi Imani, S. F. Ghoreishi, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Partially-Observed Discrete Dynamical Systems

Seyede Fatemeh Ghoreishi, Mahdi Imani, S. F. Ghoreishi, 2021, 2021 American Control Conference (ACC).

Bayesian Surrogate Learning for Uncertainty Analysis of Coupled Multidisciplinary Systems

Seyede Fatemeh Ghoreishi, Mahdi Imani, 2021, J. Comput. Inf. Sci. Eng..

Adaptive Uncertainty Propagation for Coupled Multidisciplinary Systems

Douglas Allaire, Seyede Fatemeh Ghoreishi, S. F. Ghoreishi, 2017 .

Bayesian uncertainty quantification and information fusion in CALPHAD-based thermodynamic modeling

Douglas Allaire, Seyede Fatemeh Ghoreishi, Pejman Honarmandi, 2018, Acta Materialia.

Uncertainty Analysis for Coupled Multidisciplinary Systems Using Sequential Importance Resampling

Seyede Fatemeh Ghoreishi, 2016 .

Efficient Use of Multiple Information Sources in Material Design

Seyede Fatemeh Ghoreishi, S. F. Ghoreishi, Ankit Srivastava, 2019, Acta Materialia.