Author

Zahra Zanjani Foumani

Observed name: Foumani, Zahra Zanjani

Observed institution: University of California, Irvine

ORCID: 0000-0002-7520-357X

Observed ORCID: 0000-0002-7520-357X

OpenAlex ID: A5082084899

Multi-fidelity cost-aware Bayesian optimization

2023 · Zahra Zanjani Foumani, Mehdi Shishehbor, et al. · Computer Methods in Applied Mechanics and Engineering · 78

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Machine learning model for prediction of drug solubility in supercritical solvent: Modeling and experimental validation

2022 · Feifei An, Biju Theruvil Sayed, et al. · Journal of Molecular Liquids · 38

GP+: A Python library for kernel-based learning via Gaussian processes

2024 · Amin Yousefpour, Zahra Zanjani Foumani, et al. · Advances in Engineering Software · 32

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Unsupervised Anomaly Detection via Nonlinear Manifold Learning

2023 · Amin Yousefpour, Mehdi Shishehbor, et al. · Journal of Computing and Information Science in Engineering · 16

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Unveiling processing–property relationships in laser powder bed fusion: The synergy of machine learning and high-throughput experiments

2025 · Mahsa Amiri, Zahra Zanjani Foumani, et al. · Materials & Design · 14

Safeguarding Multi-Fidelity Bayesian Optimization Against Large Model Form Errors and Heterogeneous Noise

2023 · Zahra Zanjani Foumani, Amin Yousefpour, et al. · Journal of Mechanical Design · 8

SimGym: Traffic-Grounded Browser Agents for Offline A/B Testing in E-Commerce

2026 · Castelo, Alberto, Foumani, Zahra Zanjani, et al. · arXiv (Cornell University) · 5

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On the Effects of Heterogeneous Errors on Multi-fidelity Bayesian Optimization

2023 · Foumani, Zahra Zanjani, Yousefpour, Amin, et al. · arXiv (Cornell University) · 5

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Cost-Aware Bayesian Optimization With Automatic Stop Condition Under Multi-Fidelity Constraints and Data

2025 · Zahra Zanjani Foumani, Ramin Bostanabad · Journal of Mechanical Design · 4

Constrained Multi-Fidelity Bayesian Optimization With Automatic Stop Condition

2025 · Zahra Zanjani Foumani, Ramin Bostanabad · ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) · 2

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SimPersona: Learning Discrete Buyer Personas from Raw Clickstreams for Grounded E-Commerce Agents

2026 · Foumani, Zahra Zanjani, Castelo, Alberto, et al. · arXiv (Cornell University) · 1

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An Experimental Study to Assess the Feasibility of Foundation Process–Property Models in Process Optimization

2025 · Oriol Vendrell-Gallart, Nima Negarandeh, et al. · Journal of Mechanical Design · 1

A Preliminary Data Fusion Study to Assess the Feasibility of Foundation Process-Property Models in Laser Powder Bed Fusion

2025 · Oriol Vendrell-Gallart, Nima Negarandeh, et al. · ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) · 1

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Mitigating the Effects of Source-Dependent Bias and Noise on Multi-Source Bayesian Optimization: Application to Materials Design

2023 · Zahra Zanjani Foumani, Amin Yousefpour, et al. · ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) · 1

SimGym: A Framework for A/B Test Simulation in E-Commerce with Traffic-Grounded VLM Agents

2026 · Li, Han, Malik, Vibhor, et al. · arXiv (Cornell University)

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Corrigendum to “Multi-Fidelity Cost-Aware Bayesian Optimization” [Computer Methods in Applied Mechanics and Engineering 407 (2023) 115937]

2024 · Zahra Zanjani Foumani, Mehdi Shishehbor, et al. · Computer Methods in Applied Mechanics and Engineering

Works count: 16

Citation count: 206

H-index: 6

I10-index: 5