ADVANCES IN MODELING HIGH DATA RATE OPTICAL FIBER COMMUNICATION SYSTEMS Authors: C.R. Menyuk, R. Holzloehner, I.T. Lima, Jr., B.S. Marks, and J. Zweck Department of Computer Science and Electrical Engineering, University of Maryland Baltimore County, Baltimore, MD 21250 SIAM Conference on Computational Science and Engineering (CSE03), San Diego, CA, 2003 Abstract: Our recent advances in modeling high-data-rate optical fiber communications systems are reviewed. We first examine new methodologies that allow us to accurately calculate the evolution of the noise covariance matrix during transmission, the receiver's action on this noise, and from that the BER. We next examine the application of importance sampling to calculations of the eye closure penalty due to the combination of polarization effects and amplifier gain saturation in a wavelength-division-multiplexed system.