Watch the Zoom stream of the seminar here. Title: Toward Real-Time Ultrasound Computed Tomography: Bridging Wave Physics and Data-Driven Learning Abstract: Ultrasound Computed Tomography (USCT), also known as Full Waveform Inversion (FWI), reconstructs the mechanical properties of biological tissues by modeling the full propagation of ultrasound waves. This modality shows great promise for advanced applications…
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Title: Introduction to TU Dortmund University, Germany Abstract: TU Dortmund University is located in the heart of the European Rhine-Ruhr metropolitan region, which is home to 10 million people. This region is the logistical hub of Europe and TU Dortmund University has therefore played a decisive role in shaping logistics. Logistics is interpreted in a… |
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1 event,Speaker: Zirui Liu, University of Minnesota Abstract: LLMs have demonstrated impressive conversational abilities. However, scaling them to handle longer contexts, such as extracting information from lengthy articles—a critical task in healthcare, law, and finance applications—presents significant challenges. The two main obstacles are: first, LLMs struggle to process input lengths beyond what they encountered during pre-training;… |
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1 event,Speaker Sibin Mohan, George Washington University Abstract Autonomous Systems (AVs) require an accurate sensing and modeling of the real-world in order to carry out their missions. They use the observations from sensors to reason about the vehicle’s state and can correct for deviations, even attacks. In practice, even the most meticulously designed control systems always… |
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1 event,Title: Synergizing Sparse Sequence, Experimental, and AI-Predicted Structures for Protein-Nucleic Acid Interaction Predictions Abstract: Sequence-specific nucleic acid recognition underlies essential processes in gene regulation, yet experiment-independent methods for simultaneous predictions of genomic DNA recognition sites and their binding affinity remain limited. Our group developed data-driven methods and simulation tools to predict and elucidate protein-nucleic acid… |
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