Publications

Biological Systems
  • Accurate classification on phenotypes from metagenomic data using neural networks (Sept. 2018) here
  • Microbial community detection through phylogenetic graphical lasso (July 2018) here
  • Inferring microbial association network in PLOS COMP. BIO (Dec. 2017). here
  • Molecular communication with DNA cellular storage system (Sept. 2017) here
  • Inferring Microbial Interactions from Metagenomic Time-series Using Prior Biological Knowledge (Aug. 2017) here
  • Bacteria-based drug delivery system in Elsevier Nano Communication Networks (Feb. 2017). here
  • Impacts of quorum sensing inhibitions (QSI) on strain competition and development of QSI resistance in Nature Scientific Reports (Oct. 2016). here
  • An Autonomous and Adaptive Bacteria-based Drug Delivery System (Sept. 2016) here
  • Autonomous and Adaptive Control of Populations of Bacteria Through Environment Regulation (Sept. 2016) here
  • Molecular tweeting: unveiling the social network behind heterogeneous bacteria populations (Sept.2015) here
  • Towards Autonomous Control of Molecular Communication in Populations of Bacteria (Sept. 2015)here
  • Computational Sustainability
  • Computational approaches for incorporating short-term and long-term dynamics in smart water networks (2018).here
  • Discovering hidden knowledge in carbon emissions data in international conference on discovery science (2017). here
  • Enhancing precipitation models by capturing multivariate and multiscale climate dynamics (2017) here
  • K-hop learning: a network-based feature extraction for improved river flow prediction (2017). here
  • Non-stationary Bayesian Learning for Global Sustainability in IEEE Transactions on Sustainable Computing (Jun. 2017). here
  • Network-based Modeling and Analysis of Cloud Fraction and Precipitation: A case study for the Ohio River Basin (Apr. 2015) here
  • Embedded Systems
  • On-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems (Nov. 2018). here
  • 3D NoC_Enabled Heterogeneous Manycore Architectures for Accelerating CNN Training: Performance and Thermal Trade-offs (Oct. 2017) here
  • Imitation learning for dynamic VFI control in IEEE Transactions on Very Large Scale Integration (VLSI) Systems (Sept. 2017). here
  • Hybrid Network-on-Chip Architectures for Accelerating Deep Learning Kernels on Heterogeneous Manycore Platforms (Oct. 2016) here
  • Wireless NoC and Dynamic VFI Co-Design published in IEEE Trans. VLSI (2016). here ECE News Article
  • Wireless NoC for VFI-Enabled Multicore Chip Design: Performance Evaluation and Design Trade-offs (Apr. 2016) here
  • Statistical Learning in Chip (SLIC) (Nov. 2015) here
  • The (Low) Power of Less Wiring: Enabling Energy Efficiency in Many-Core Platforms Through Wireless NoC (Nov. 2015) here
  • Support Vector Regression (SVR) based Latency Model for Network-on-Chip (NoC) Architectures (Aug. 2015) here
  • Energy efficient MapReduce with VFI-enabled multicore platforms (Jun. 2015) here
  • Social Networks
  • Weighted betweenness preferential attachment: a new mechanism explaining social network formation and evolution published in Scientific Reports (2018).here
  • Demensionality reduction via community detection in small sample datasets (June 2018). here
  • Data-Driven Enginnering of Social Dynamics published in PLOS ONE (2016). here
  • Opinion Formation and Diffusion in Social Networks published in PeerJ Computer Science (2016). here
  • Multi-Scale Compositionality: Identifying the Compositional Structures of Social Dynamics Using Deep Learning published in PLOS ONE(Apr. 2015) here

  • All Previous Papers in Chronological Order

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