Numerical Simulation of Reactive Flow
Reactive flows encompass a broad range of physical phenomena, interacting over many different time and space scales. Such flows occur in combustion, chemical lasers, the earth's...
Publications
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506 publications
Markov Chains
Markov chains are central to the understanding of random processes. This is not only because they pervade the applications of random processes, but also because one can calculat...
Training Very Deep Networks
Theoretical and empirical evidence indicates that the depth of neural networks is crucial for their success. However, training becomes more difficult as depth increases, and tra...
Mitochondrial portraits of human populations using median networks.
Abstract Analysis of variation in the hypervariable region of mitochondrial DNA (mtDNA) has emerged as an important tool for studying human evolution and migration. However, att...
The Pathogenesis of Insulin-Dependent Diabetes Mellitus
Insulin-dependent diabetes mellitus (IDDM) is a chronic disorder that results from autoimmune destruction of the insulin-producing pancreatic beta cells. Much has been learned d...
Phylogeny Estimation and Hypothesis Testing Using Maximum Likelihood
One of the strengths of the maximum likelihood method of phylogenetic estimation is the ease with which hypotheses can be formulated and tested. Maximum likelihood analysis of D...
Molecular Mechanisms of Antibody Somatic Hypermutation
Functional antibody genes are assembled by V-D-J joining and then diversified by somatic hypermutation. This hypermutation results from stepwise incorporation of single nucleoti...
Distributed representations
Computer Science Department
Network In Network
Abstract: We propose a novel deep network structure called In Network (NIN) to enhance model discriminability for local patches within the receptive field. The conventional con...
The impact of antenna diversity on the capacity of wireless communication systems
For a broad class of interference-dominated wireless systems including mobile, personal communications, and wireless PBX/LAN networks, the authors show that a significant increa...