Room: 5-314 Speaker Name: Oommen, Vivek Affiliation: Brown University Abstract: Neural operators are promising surrogates for dynamical systems but when trained with standard L2 losses they tend to oversmooth fine-scale turbulent structures. Here, we show that combining operator learning with generative modeling overcomes this limitation. We consider three practical turbulent-flow challenges where conventional neural operators…
Event Category: Ocean Engineering Seminar
Vortex Detection Mechanisms of Harbor Seal Whiskers for Biomimetic Sensing
Room: 5-314 Speaker Name: Adrienne Lai Affiliation: PI: Michael Triantafyllou Abstract: Harbor seal whiskers have the characteristic ability to detect changes in flow velocity at the micrometer per second scale, allowing them to track prey with their whiskers as the primary sensor. This unique property has inspired researchers to design low-power, non-invasive, passive sensors to…
Applying Solar Cell Principles to Determine Ocean Wave Intensity in a Sea Ice Sheet in the Marginal Ice Zone
Room: 5-314 Speaker Name: Max Pierce Affiliation: PI: Dick Yue Abstract: Inspired by the well-known Yablonovitch limit which provides an upper bound on the light intensity enhancement in a solar cell, we derive a simple expression relating the ocean wave intensity in a floating ice sheet within the marginal ice zone (MIZ) to the wave…
Score-based generative emulation of impact-relevant earth system model outputs
Room: 5-314 Speaker Name: Shahine Bouabid Affiliation: PI: Raffaele Ferrari Abstract: Not yet available…
WaveOperatorNet: A Machine Learning Framework for Real-Time Phase-Resolved Ocean Wave Forecasting
Room: 5-314 Speaker Name: Haocheng Lu Affiliation: PI: Yuming Liu Abstract: Not yet available…
Generative AI for weather data assimilation by differentiating through flows
Room: 5-314 Speaker Name: Ruizhe Huang Affiliation: PI: Sherrie Wang Abstract: Not yet available…
Using Generative AI for Probabilistic Inverse Modeling: Ocean Interior Inference from Surface Observations
Room: 5-314 Speaker Name: Andre Souza Affiliation: PI: Raffaele Ferrari Abstract: Not yet available…
Underwater SLAM with Dense 3D Reconstruction
Room: 5-314 Speaker Name: Jungseok Hong Affiliation: PI: John Leonard Abstract: Not yet available…
R.B. Wallace Lecture: Increasing sustainable use of the oceans: perspective and challenges for ocean engineers
Room: 5-314 Speaker Name: David Kelly Affiliation: CEO of Innovasea Abstract: With an increasing global population, the utilization of the oceans to economically support societies is growing. While the traditional uses of the oceans for transportation, defense, energy, and food continue, the engineering challenges are evolving and the range of disciplines involved is increasing. This lecture…
Maritime 5.0: The role of Technology and Innovation as the New Global Shipping Shapers
Room: 5-314 Speaker Name: Christopher J. Wiernicki Affiliation: Christopher J. Wiernicki is Chairman and CEO of the American Bureau of Shipping (ABS) and Chairman of ABS’ Affiliated Companies. Abstract: The maritime industry is a vast, interconnected web held together by complex relationships which are increasingly shaped by evolving regulations, emerging value chains and new technologies….