Publications
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How accurate is automated gap filling of metabolic models?
Here we compare the results of applying an automated likelihood-based gap filler within the Pathway Tools software with the results of manually gap filling the same metabolic model.
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The MetaCyc database of metabolic pathways and enzymes
This article provides an update on the developments in MetaCyc during the past two years, including the expansion of data and addition of new features.
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Evaluation of reaction gap-filling accuracy by randomization
We report on computational experiments of reaction gap filling in which we generated degraded versions of the EcoCyc-20.0-GEM model by randomly removing flux-carrying reactions from a growing model.
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Update on Electrocaloric Cooling Theory and Experiment
This talk will cover an analysis of electrical energy recovery requirements and impact on various electrocaloric cooling cycles.
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Printed and Flexible Hybrid Electronics Fabrication (invited)
This talk will discuss PARC's work in developing printed and flexible-hybrid fabrication technologies and systems.
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Spray Processing of Polymers and Complex Fluids: PARC’s Filament Extension Atomizer Technology
FEA takes advantage of the strain hardening behavior of polymers and elastocapillary thinning of the filaments in the high throughput generation of droplets with a narrow size distribution.
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CIRCL Primer: Data science education
This primer is an overview of the early state of data science education in grades K-12.
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A comprehensive model of teacher induction: Implementation and impact on teachers and students evaluation of the New Teacher Center’s i3 validation grant, final report
SRI Education’s evaluation of the New Teacher Center’s Investing in Innovation (i3) Validation grant examined the impact of the NTC induction model on teacher practice and student achievement.
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Tackling Unseen Acoustic Conditions in Query-by-Example Search Using Time and Frequency Convolution for Multilingual Deep Bottleneck Features
This paper revisits two neural network architectures developed for noise and channel robust ASR, and applies them to building a state-of-art multilingual QbE system.
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UC Irvine Writing Project’s pathway to academic success program: An Investing in Innovation (i3) validation grant evaluation
This technical report provides impact and implementation fidelity results from SRI’s Evaluation of the Pathway to Academic Success Project –i3 Validation Grant. The Pathway Project is a teacher professional development…
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Noise-robust Exemplar Matching for Rescoring Query-by-Example Search
This paper describes a two-step approach for keyword spotting task in which a query-by-example search is followed by noise robust exemplar matching rescoring.
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Language Diarization for Semi-supervised Bilingual Acoustic Model Training
In this paper, we investigate several automatic transcription schemes for using raw bilingual broadcast news data in semi-supervised bilingual acoustic model training.