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Colloquium – Konstantin Matchev – Interplay of Fundamental Physics and Machine Learning

Gallallee Hall Room 227 Gallalee Hall, Tuscaloosa, AL, United States

Speaker: Konstantin Matchev (University of Florida) Title: Interplay of Fundamental Physics and Machine Learning Abstract: The recent boom in AI algorithms and their successful application to high-dimensional large datasets from all aspects of life motivates us to approach a number of problems in physics and astronomy as machine-learning tasks, with custom loss functions and specialized

Colloquium – Katia Matcheva – Exoplanets Exploration in the Era of Big Data and Artificial Intelligence

Gallallee Hall Room 227 Gallalee Hall, Tuscaloosa, AL, United States

Speaker: Katia Matcheva (University of Florida) Title: Exoplanets Exploration in the Era of Big Data and Artificial Intelligence Abstract: Transmission spectroscopy is a powerful tool to decode the chemical composition of the atmospheres of transiting extrasolar planets. Our ability to reliably and meaningfully extract information about their physical structure and chemical composition from the observed spectra

Colloquium – Shaozhi Li – Phonon Controlled Quantum Phenomena in Correlated Materials

Gallallee Hall Room 227 Gallalee Hall, Tuscaloosa, AL, United States

Speaker: Shaozhi Li (Clemson University) Title: Phonon Controlled Quantum Phenomena in Correlated Materials Abstract: In quantum materials, millions of electrons and ions interact with each other, generating diverse quantum phenomena. Today, it remains a significant challenge in simulating such complex microscopic interactions. In this talk, I will discuss the great potential of AI techniques in

Colloquium – Steven Ehkert – 25 Years of the Chandra X-ray Observatory

Gallallee Hall Room 227 Gallalee Hall, Tuscaloosa, AL, United States

Speaker: Steven Ehkert (NASA Marshall Space Flight Center) Title: 25 Years of the Chandra X-ray Observatory Abstract: The Chandra X-ray Observatory, launched on July 23rd 1999, has revolutionized our understanding of high energy astronomical phenomena and objects. As we approach 25 years of operations for NASA’s flagship X-ray observatory, we will look back on some