Farshud Sorourifar

Citation name

Sorourifar, F.

Sessions chaired or co-chaired

10A: Process Synthesis & Design for Sustainability I

2024 AIChE Annual Meeting (ISBN: 978-0-8169-1122-6)

10A: Process Synthesis & Design for Sustainability II

2024 AIChE Annual Meeting (ISBN: 978-0-8169-1122-6)

10B: Predictive Control and Optimization

2024 AIChE Annual Meeting (ISBN: 978-0-8169-1122-6)

Authored

(149a) Exploiting Knowledge When Learning Reaction Rates with Neural ODEs from Experimental Observations

2023 Spring Meeting and 19th Global Congress on Process Safety

(15h) High-Dimensional Bayesian Optimization of Molecular Properties Using Quantitative Structure-Property Relationships on Sparse Axis-Aligned Subspaces

Thomas Banker

Joel Paulson

Farshud Sorourifar

2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)

(347g) The Quantum Gaussian Process: Specialized Gaussian Process Modifications for Efficient Quantum-Classical Optimization

Farshud Sorourifar

David E. Bernal Neira

Joel Paulson

Diana Chamaki

Norm Tubman

2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)

(95g) A Compressed Sensing Framework for Learning Interpretable Molecular Property Models from Limited Data: Application to Discovery of Sustainable Battery Materials

Farshud Sorourifar

Madhav Muthyala

Joel Paulson

2023 AIChE Annual Meeting (ISBN: 978-0-8169-1120-2)

(631c) Stochastic Model Predictive Control with Deep Generative Disturbance Models: Application to Control of Building Energy Systems

2024 AIChE Annual Meeting (ISBN: 978-0-8169-1122-6)

(193d) Torchsisso: A Python Package for Explainable AI Using the Sure Independence Screening and Sparsifying Operator Method with GPU Support

Madhav Muthyala

Farshud Sorourifar

Joel Paulson

2024 AIChE Annual Meeting (ISBN: 978-0-8169-1122-6)

(119d) The Molecular Descriptors with Actively Identified Subspaces (MolDAIS) Framework for Efficient Molecular Property Optimization and Beyond

2024 AIChE Annual Meeting (ISBN: 978-0-8169-1122-6)

(455c) Accelerated Discovery of High-Performance Organic Electrode Materials for Battery Applications Using an Interpretable Machine Learning Framework

2024 AIChE Annual Meeting (ISBN: 978-0-8169-1122-6)

(578b) Bayesian Optimization-Aided Ground-State Molecular Calculation in Current Quantum Computers

Farshud Sorourifar

David E. Bernal Neira

2024 AIChE Annual Meeting (ISBN: 978-0-8169-1122-6)

Associated proceedings

2023 Spring Meeting and 19th Global Congress on Process Safety

2023 AIChE Annual Meeting

2024 AIChE Annual Meeting

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2025 Spring Meeting and 21st Global Congress on Process Safety

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Farshud Sorourifar

Sorourifar, F.

Sessions chaired or co-chaired

Authored

Associated proceedings