GulfSCEI Seminar Series
Upcoming Seminars
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Past Seminars
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Austin SchmidtPresented By Austin SchmidtFri, November 14, 2025 @ 10:00 AMMath 329 & Via Teams
Abstract: This dissertation investigates surrogate modeling for fixed-location environmental forecasting using novel data-combination techniques. The work surveys the landscape of observational measurements and numerically generated data, identifying similar research and gaps in current methodologies. The... Read More -
Ted HolmbergPresented By Ted HolmbergThu, May 8, 2025 @ 10:00 AMMath 303 & Via Zoom
Abstract: Physics-informed neural networks (PINNs) can serve as fast, equation-aware surrogates for the computational models used in river, levee, and subsurface analysis. By embedding governing hydrodynamic and hydrogeologic equations within the learning process, these surrogates deliver accurate results... Read More -
Rasha AlshawiPresented By Rasha AlshawiAdvisor(s): Dr. Md Meftahul Ferdaus, Dr. Mahdi AbdelguerfiWed, April 16, 2025 @ 9:00 AMMath 303
Abstract: Undetected defects in culverts and sewer pipes pose significant risks to public safety, leading to infrastructure collapses, flooding, and transportation disruptions. Traditional manual inspections are time-consuming, costly, and prone to human error, while existing automated methods struggle with... Read More -
Austin SchmidtPresented By Austin SchmidtThu, April 3, 2025 @ 10:00 AMMath 303 & Via Zoom
Abstract: This seminar focuses on fixed-location forecasting of physical parameters collected by sensors, with a novel methodology for dynamically integrating multiple sources of training data. The forecasts of fixed locations with a generalized model aid in cases where data is missing or noisy due to... Read More
