2025 · Soheyl Massoudi, Mark Fuge · ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) · 5

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Dimensionless group-driven ensemble neural networks for robust design optimization in engineering

2025 · Soheyl Massoudi, Jürg Schiffmann · Journal of Computational Design and Engineering · 2

DARTS-NETGAB: Design Automation and Real-Time Simulation Using Neural Network Ensembles for Turbocompressors on Gas-Bearings

2025 · Soheyl Massoudi, Joseph Bejjani, et al. · Journal of Mechanical Design · 1

ParaturboCAD: Automated Parametric Geometry Construction for Gas-Bearing Supported Turbocompressor Design With Python

2024 · Soheyl Massoudi, Joseph Bejjani, et al. · ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) · 1

ARRID: ANN-based Rotordynamics for Robust and Integrated Design

2022 · Massoudi, Soheyl, Schiffmann, Jürg · arXiv (Cornell University) · 1

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Only Project Once: Projection-Adaptive Loss for Exact Constraint Satisfaction

2026 · Aebersold, Tim, Massoudi, Soheyl, et al. · arXiv (Cornell University)

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GLUE: Coordinating pre-trained generative models for system-level design

2026 · Tim Aebersold, Soheyl Massoudi, et al. · Computer-Aided Design

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Design and experimental investigation of a high-temperature and oil-free compressor-turbine-unit for solid oxide fuel cell based combined heat and power

2026 · Victoria He, Soheyl Massoudi, et al. · Energy Conversion and Management

EngiAI: Capability-Based Evaluation of Tool-Connected LLM Agents for Engineering Design

2026 · Molinari, Gioele, Felten, Florian, et al. · arXiv (Cornell University)

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Beyond Inference-Time Search: Reinforcement Learning Synthesizes Reusable Solvers

2026 · Massoudi, Soheyl, Apaza, Gabriel, et al. · arXiv (Cornell University)

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Agentic Large Language Models for Conceptual Systems Engineering and Design

2026 · Massoudi, Soheyl, Fuge, Mark · Repository for Publications and Research Data (ETH Zurich)

EngiAI: A Multi-Agent Framework and Benchmark Suite for LLM-Driven Engineering Design

2026 · Molinari, Gioele, Felten, Florian, et al. · ETH Zürich Research Collection

Conditional Flow Matching for ML-Based Inverse Design Problems

2026 · Juliana Felder, Milad Habibi, et al. · MATEC Web of Conferences

EngiBench: A Framework for Data-Driven Engineering Design Research

2025 · Florian Felten, Gabriel Apaza, et al. · neural information processing systems

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DARTS-NETGAB: Design Automation and Real-Time Simulation Using Neural Networks Ensembles for Turbocompressors on Gas-Bearings

2024 · Soheyl Massoudi, Joseph Bejjani, et al. · ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE)

An Integrated Approach to Designing Robust Turbocompressors on Gas Bearings Through Surrogate Modeling and Constrained Multi-Objective Optimization

2023 · Soheyl Massoudi, Cyril Picard, et al. · ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE)

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Robust Design of Herringbone Grooved Journal Bearings Using Multi-Objective Optimization With Artificial Neural Networks

2023 · Soheyl Massoudi, Jürg Schiffmann · ASME Turbo Expo: Turbomachinery Technical Conference and Exposition (GT)

Quasi-elastic neutrino reactions on carbon and lead nuclei

2017 · Mohammad Hedayatipoor, James Finlay, et al. · Journal of Physics G Nuclear and Particle Physics

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Works count: 26

Citation count: 62

H-index: 5

I10-index: 1