NEWS    Keynote address given by Philip Orlik at 9th annual IEEE Smartcomp conference

Date released: July 14, 2023

  •  NEWS    Keynote address given by Philip Orlik at 9th annual IEEE Smartcomp conference
  • Date:

    June 26, 2023

  • Where:

    International Conference on Smart Computing (SMARTCOMP), Vanderbilt University, Nashville, Tennessee

  • Description:

    VP & Research Director, Philip Orlik, gave a keynote titled, "Smart Technologies for Smarter Buildings" at the 9th edition of the IEEE International Conference on Smart Computing (SMARTCOMP) focusing on some of the research challenges and opportunities that arise as we seek to achieve net-zero emissions in Smart building environments.

    SMARTCOMP is the premier conference on smart computing. Smart computing is a multidisciplinary domain based on the synergistic influence of advances in sensor-based technologies, Internet of Things, cyber-physical systems, edge computing, big data analytics, machine learning, cognitive computing, and artificial intelligence.

  • External Link:

    https://smartcomp.isis.vanderbilt.edu/index.html#frontpage

  • MERL Contact:
  • Research Areas:

    Communications, Dynamical Systems, Machine Learning, Multi-Physical Modeling, Signal Processing

    •  Chakrabarty, A., Vinod, A.P., Mansour, H., Bortoff, S.A., Laughman, C.R., "Moving Horizon Estimation for Digital Twins using Deep Autoencoders", World Congress of the International Federation of Automatic Control (IFAC), Ishii, H. and Ebihara, Y. and Imura, J. and Yamakita, M., Eds., DOI: 10.1016/​j.ifacol.2023.10.207, July 2023, pp. 5500-5505.
      BibTeX TR2023-088 PDF
      • @inproceedings{Chakrabarty2023jul2,
      • author = {Chakrabarty, Ankush and Vinod, Abraham P. and Mansour, Hassan and Bortoff, Scott A. and Laughman, Christopher R.},
      • title = {Moving Horizon Estimation for Digital Twins using Deep Autoencoders},
      • booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
      • year = 2023,
      • editor = {Ishii, H. and Ebihara, Y. and Imura, J. and Yamakita, M.},
      • pages = {5500--5505},
      • month = jul,
      • publisher = {Elseiver},
      • doi = {10.1016/j.ifacol.2023.10.207},
      • url = {https://www.merl.com/publications/TR2023-088}
      • }
    •  Chakrabarty, A., Wichern, G., Laughman, C.R., "Meta-Learning of Neural State-Space Models Using Data From Similar Systems", World Congress of the International Federation of Automatic Control (IFAC), DOI: 10.1016/​j.ifacol.2023.10.1843, July 2023.
      BibTeX TR2023-087 PDF
      • @inproceedings{Chakrabarty2023jul,
      • author = {Chakrabarty, Ankush and Wichern, Gordon and Laughman, Christopher R.},
      • title = {Meta-Learning of Neural State-Space Models Using Data From Similar Systems},
      • booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
      • year = 2023,
      • month = jul,
      • doi = {10.1016/j.ifacol.2023.10.1843},
      • url = {https://www.merl.com/publications/TR2023-087}
      • }
    •  Mowlavi, S., Benosman, M., Nabi, S., "Reinforcement Learning-based Estimation for Partial Differential Equations", SIAM Conference on Applications of Dynamical Systems, May 2023.
      BibTeX TR2023-066 PDF
      • @inproceedings{Mowlavi2023may,
      • author = {Mowlavi, Saviz and Benosman, Mouhacine and Nabi, Saleh},
      • title = {Reinforcement Learning-based Estimation for Partial Differential Equations},
      • booktitle = {SIAM Conference on Applications of Dynamical Systems},
      • year = 2023,
      • month = may,
      • url = {https://www.merl.com/publications/TR2023-066}
      • }
    •  Vaca-Rubio, C., Wang, P., Koike-Akino, T., Wang, Y., Boufounos, P.T., Popovski, P., "mmWave Wi-Fi Trajectory Estimation with Continuous-Time Neural Dynamic Learning", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/​ICASSP49357.2023.10096474, May 2023, pp. 1-5.
      BibTeX TR2023-033 PDF Video
      • @inproceedings{Vaca-Rubio2023may,
      • author = {Vaca-Rubio, Cristian and Wang, Pu and Koike-Akino, Toshiaki and Wang, Ye and Boufounos, Petros T. and Popovski, Petar},
      • title = {mmWave Wi-Fi Trajectory Estimation with Continuous-Time Neural Dynamic Learning},
      • booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
      • year = 2023,
      • pages = {1--5},
      • month = may,
      • publisher = {IEEE},
      • doi = {10.1109/ICASSP49357.2023.10096474},
      • isbn = {978-1-7281-6327-7},
      • url = {https://www.merl.com/publications/TR2023-033}
      • }
    •  Mowlavi, S., Nabi, S., "Optimal Control of PDEs Using Physics-Informed Neural Networks", Advances in Neural Information Processing Systems (NeurIPS) workshop, December 2022.
      BibTeX TR2022-163 PDF
      • @inproceedings{Mowlavi2022dec,
      • author = {Mowlavi, Saviz and Nabi, Saleh},
      • title = {Optimal Control of PDEs Using Physics-Informed Neural Networks},
      • booktitle = {Advances in Neural Information Processing Systems (NeurIPS) workshop},
      • year = 2022,
      • month = dec,
      • url = {https://www.merl.com/publications/TR2022-163}
      • }
    •  Yu, J., Wang, P., Koike-Akino, T., Wang, Y., Orlik, P.V., Buehrer, R.M., "Multi-Band Wi-Fi Sensing with Matched Feature Granularity", IEEE Internet of Things Journal, DOI: 10.1109/​JIOT.2022.3190826, July 2022.
      BibTeX TR2022-105 PDF
      • @article{Yu2022jul,
      • author = {Yu, Jianyuan and Wang, Pu and Koike-Akino, Toshiaki and Wang, Ye and Orlik, Philip V. and Buehrer, R. Michael},
      • title = {Multi-Band Wi-Fi Sensing with Matched Feature Granularity},
      • journal = {IEEE Internet of Things Journal},
      • year = 2022,
      • month = jul,
      • doi = {10.1109/JIOT.2022.3190826},
      • issn = {2327-4662},
      • url = {https://www.merl.com/publications/TR2022-105}
      • }
    •  Zhang, J., Tsiligkaridis, A., Taguchi, H., Raghunathan, A., Nikovski, D.N., "Transformer Networks for Predictive Group Elevator Control", European Control Conference (ECC), DOI: 10.23919/​ECC55457.2022.9838059, July 2022.
      BibTeX TR2022-100 PDF
      • @inproceedings{Zhang2022jul,
      • author = {Zhang, Jing and Tsiligkaridis, Athanasios and Taguchi, Hiroshi and Raghunathan, Arvind and Nikovski, Daniel N.},
      • title = {Transformer Networks for Predictive Group Elevator Control},
      • booktitle = {European Control Conference (ECC)},
      • year = 2022,
      • month = jul,
      • doi = {10.23919/ECC55457.2022.9838059},
      • url = {https://www.merl.com/publications/TR2022-100}
      • }
    •  Zhan, S., Wichern, G., Laughman, C.R., Chong, A., Chakrabarty, A., "Calibrating building simulation models using multi-source datasets and meta-learned Bayesian optimization", Energy and Buildings, DOI: 10.1016/​j.enbuild.2022.112278, Vol. 270, pp. 112278, September 2022.
      BibTeX TR2022-072 PDF
      • @article{Zhan2023jan,
      • author = {Zhan, Sicheng and Wichern, Gordon and Laughman, Christopher R. and Chong, Adrian and Chakrabarty, Ankush},
      • title = {Calibrating building simulation models using multi-source datasets and meta-learned Bayesian optimization},
      • journal = {Energy and Buildings},
      • year = 2022,
      • volume = 270,
      • pages = 112278,
      • month = sep,
      • doi = {10.1016/j.enbuild.2022.112278},
      • url = {https://www.merl.com/publications/TR2022-072}
      • }
    •  Yu, J., Wang, P., Koike-Akino, T., Wang, Y., Orlik, P.V., "Human Pose and Seat Occupancy Classification with Commercial MMWave WiFi", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/​GCWkshps50303.2020.9367535, December 2020.
      BibTeX TR2020-158 PDF
      • @inproceedings{Yu2020dec,
      • author = {Yu, Jianyuan and Wang, Pu and Koike-Akino, Toshiaki and Wang, Ye and Orlik, Philip V.},
      • title = {Human Pose and Seat Occupancy Classification with Commercial MMWave WiFi},
      • booktitle = {IEEE Global Communications Conference (GLOBECOM)},
      • year = 2020,
      • month = dec,
      • publisher = {IEEE},
      • doi = {10.1109/GCWkshps50303.2020.9367535},
      • isbn = {978-1-7281-7307-8},
      • url = {https://www.merl.com/publications/TR2020-158}
      • }