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University of Cambridge > Talks.cam > Kavli Institute for Cosmology Seminars > JWST's View of Star Formation and Mass Growth in Early Galaxies
JWST's View of Star Formation and Mass Growth in Early GalaxiesAdd to your list(s) Download to your calendar using vCal
If you have a question about this talk, please contact Chris Lovell. Special Seminar JWST ’s NIR Cam has transformed our understanding of galaxy structure in the early Universe through unprecedented spatial resolution and sensitivity. Deep wide and medium-band photometry enables precise rest-UV and optical SED constraints, revealing both opportunities and challenges for stellar population modeling. I will present recent work on the galaxy stellar mass function and total stellar mass density evolution at z > 7, followed by spatially-resolved analysis of 200+ galaxies at z > 5. This reveals how internal structure affects integrated stellar mass estimates through ‘outshining’ effects. I will examine systematic uncertainties in high-redshift SED fitting—including IMF , SPS models, SFH parametrizations, and dust laws—and their impact on derived parameters. Finally, I will discuss moving beyond traditional SED fitting using machine learning approaches, particularly simulation-based inference (SBI), for large-scale Bayesian inference from wide-area surveys. I will present ongoing work making SBI more accessible for fitting photometry and spectroscopy, enabling rapid constraints on stellar, nebular, and AGN properties in high-redshift galaxies. This talk is part of the Kavli Institute for Cosmology Seminars series. This talk is included in these lists:
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