Sina Sadeghi

College of Engineering

Works (11)

Updated: January 23rd, 2026 07:18

2025 article

A self-driving fluidic lab for data-driven synthesis of lead-free perovskite nanocrystals

Sadeghi, S., Mattsson, K., Glasheen, J., Lee, V., Stark, C., Jha, P., … Abolhasani, M. (2025, January 1). Digital Discovery, Vol. 4.

By: S. Sadeghi n, K. Mattsson  n, J. Glasheen n, V. Lee *, C. Stark n, P. Jha n, N. Mukhin n, J. Li n ...

topics (OpenAlex): Catalytic Processes in Materials Science; Machine Learning and ELM; Machine Learning in Materials Science; Perovskite Materials and Applications; Electronic and Structural Properties of Oxides
Sources: Web Of Science, NC State University Libraries
Added: May 12, 2025

2025 article

Autonomous multi-robot synthesis and optimization of metal halide perovskite nanocrystals

Xu, J., Moran, C. H. J., Ghorai, A., Bateni, F., Bennett, J. A., Mukhin, N., … Abolhasani, M. (2025, August 22). Nature Communications, Vol. 16.

By: J. Xu n, C. Moran n, A. Ghorai n, F. Bateni n, J. Bennett n, N. Mukhin n, K. Latif n, A. Cahn n ...

topics (OpenAlex): Perovskite Materials and Applications; Quantum Dots Synthesis And Properties; Chalcogenide Semiconductor Thin Films
Sources: Web Of Science, NC State University Libraries
Added: October 21, 2025

2025 article

Flow-driven data intensification to accelerate autonomous inorganic materials discovery

Delgado-Licona, F., Alsaiari, A., Dickerson, H., Klem, P., Ghorai, A., Canty, R. B., … Abolhasani, M. (2025, July 14). Nature Chemical Engineering, Vol. 2, pp. 436–446.

By: F. Delgado-Licona n, A. Alsaiari n, H. Dickerson n, P. Klem n, A. Ghorai n, R. Canty  n, J. Bennett n, P. Jha n ...

topics (OpenAlex): Innovative Microfluidic and Catalytic Techniques Innovation; Machine Learning in Materials Science; Catalytic Processes in Materials Science
Sources: Web Of Science, NC State University Libraries
Added: September 2, 2025

2025 article

Machine Learning-Guided Optimization of SABRE Hyperpolarization for α-Ketoglutarate in Acetone–Water

Curran, E., Sadeghi, S., McBride, S. J., Mattsson, K., Pike, M., Harrison, R. J., … Theis, T. (2025, December 9). Analytical Chemistry.

By: E. Curran n, S. Sadeghi n, S. McBride n, K. Mattsson  n, M. Pike n, R. Harrison n, M. Abdulmojeed n, F. Theiss n ...

topics (OpenAlex): Advanced NMR Techniques and Applications; Nonlinear Optical Materials Research; Molecular spectroscopy and chirality
Sources: NC State University Libraries, NC State University Libraries
Added: December 10, 2025

2024 article

Digital Pareto-front mapping of homogeneous catalytic reactions

Orouji, N., Bennett, J. A., Sadeghi, S., & Abolhasani, M. (2024, January 1). Reaction Chemistry & Engineering, Vol. 3.

By: N. Orouji n, J. Bennett n, S. Sadeghi n & M. Abolhasani n 

topics (OpenAlex): Innovative Microfluidic and Catalytic Techniques Innovation; Machine Learning in Materials Science; Catalysis and Oxidation Reactions; Process Optimization and Integration
Sources: Web Of Science, ORCID, NC State University Libraries
Added: March 22, 2024

2024 article

Engineering a Sustainable Future: Harnessing Automation, Robotics, and Artificial Intelligence with Self-Driving Laboratories

Sadeghi, S., Canty, R. B., Mukhin, N., Xu, J., Delgado-Licona, F., & Abolhasani, M. (2024, August 6). ACS Sustainable Chemistry & Engineering, Vol. 8.

By: S. Sadeghi n, R. Canty  n, N. Mukhin n, J. Xu n, F. Delgado-Licona n & M. Abolhasani n 

author keywords: sustainability; experimental design; automation; machine learning
topics (OpenAlex): Machine Learning in Materials Science; Innovative Microfluidic and Catalytic Techniques Innovation; Biosensors and Analytical Detection
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 8, 2024

2024 article

Smart Dope: A Self‐Driving Fluidic Lab for Accelerated Development of Doped Perovskite Quantum Dots (Adv. Energy Mater. 1/2024)

Bateni, F., Sadeghi, S., Orouji, N., Bennett, J. A., Punati, V. S., Stark, C., … Abolhasani, M. (2024, January 1). Advanced Energy Materials, Vol. 14.

By: F. Bateni n, S. Sadeghi n, N. Orouji n, J. Bennett n, V. Punati n, C. Stark n, J. Wang *, M. Rosko n  ...

author keywords: autonomous experimentation; modular flow chemistry; multi-cation-doped perovskite quantum dots; self-driving labs
topics (OpenAlex): Data Stream Mining Techniques
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: March 25, 2024

2023 article

Autonomous nanomanufacturing of lead-free metal halide perovskite nanocrystals using a self-driving fluidic lab

Sadeghi, S., Bateni, F., Kim, T., Son, D. Y., Bennett, J. A., Orouji, N., … Abolhasani, M. (2023, December 13). Nanoscale, Vol. 12.

By: S. Sadeghi n, F. Bateni n, T. Kim*, D. Son*, J. Bennett n, N. Orouji n, V. Punati n, C. Stark n ...

topics (OpenAlex): Perovskite Materials and Applications; Quantum Dots Synthesis And Properties; Innovative Microfluidic and Catalytic Techniques Innovation
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries
Added: January 2, 2024

2023 article

Deep learning hyperparameter optimization: Application to electricity and heat demand prediction for buildings

Morteza, A., Yahyaeian, A. A., Mirzaeibonehkhater, M., Sadeghi, S., Mohaimeni, A., & Taheri, S. (2023, April 11). Energy and Buildings.

By: A. Morteza *, A. Yahyaeian*, M. Mirzaeibonehkhater*, S. Sadeghi n, A. Mohaimeni* & S. Taheri *

author keywords: Energy consumption; Machine learning; Deep neural network; Hyperparameter optimization
topics (OpenAlex): Energy Load and Power Forecasting; Building Energy and Comfort Optimization; Solar Radiation and Photovoltaics
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: May 30, 2023

2023 article

Low-rate smartphone videoscopy for microsecond luminescence lifetime imaging with machine learning

Wang, Y., Sadeghi, S., Velayati, A., Paul, R., Hetzler, Z., Danilov, E., … Wei, Q. (2023, September 27). (R. Reis, Ed.). PNAS Nexus, Vol. 2.

By: Y. Wang  n, S. Sadeghi n, A. Velayati n, R. Paul  n, Z. Hetzler n, E. Danilov n , F. Ligler*, Q. Wei n 

Ed(s): R. Reis

author keywords: smartphone videoscopy; V-chopper; time-resolved; lifetime imaging; machine learning
topics (OpenAlex): Lanthanide and Transition Metal Complexes; Optical Imaging and Spectroscopy Techniques; Advanced MRI Techniques and Applications
TL;DR: A cost-effective and miniaturized smartphone lifetime imaging system integrated with a pulsed ultraviolet (UV) light-emitting diode (LED) for 2D luminescence lifetime imaging using a videoscopy-based virtual chopper (V-chopper) mechanism combined with machine learning. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: November 6, 2023

2023 article

Smart Dope: A Self‐Driving Fluidic Lab for Accelerated Development of Doped Perovskite Quantum Dots

Bateni, F., Sadeghi, S., Orouji, N., Bennett, J. A., Punati, V. S., Stark, C., … Abolhasani, M. (2023, November 12). Advanced Energy Materials, Vol. 11.

By: F. Bateni n, S. Sadeghi n, N. Orouji n, J. Bennett n, V. Punati n, C. Stark n, J. Wang *, M. Rosko n  ...

author keywords: autonomous experimentation; modular flow chemistry; multi-cation-doped perovskite quantum dots; self-driving labs
topics (OpenAlex): Perovskite Materials and Applications; Innovative Microfluidic and Catalytic Techniques Innovation
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: December 4, 2023

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