Publications

93 / 3,599 publications found.


  •  Leonard, E., Qiao, H., Nabi, S., "A Comparison of Interpolation Methods in Fast Fluid Dynamics", International High Performance Buildings Conference, September 2021.
    BibTeX TR2021-118 PDF
    • @inproceedings{Leonard2021sep,
    • author = {Leonard, Eric and Qiao, Hongtao and Nabi, Saleh},
    • title = {A Comparison of Interpolation Methods in Fast Fluid Dynamics},
    • booktitle = {International High Performance Buildings Conference},
    • year = 2021,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2021-118}
    • }
  •  Rackauckas, C., Anantharaman, R., Edelman, A., Gowda, S., Gwozdz, M., Jain, A., Laughman, C.R., Ma, Y., Martinuzzi, F., Pal, A., Rajput, U., Saba, E., Shah, V., "Composing Modeling and Simulation with Machine Learning in Julia", 14th International Modelica Conference, Martin Sjölund, Lena Buffoni, Adrian Pop, and Lennart Ochel, Eds., DOI: 10.3384/​ecp2118197, September 2021, pp. 97-107.
    BibTeX TR2021-114 PDF
    • @inproceedings{Rackauckas2021sep,
    • author = {Rackauckas, Chris and Anantharaman, Ranjan and Edelman, Alan and Gowda, Shashi and Gwozdz, Maja and Jain, Anand and Laughman, Christopher R. and Ma, Yingbo and Martinuzzi, Francesco and Pal, Avik and Rajput, Utkarsh and Saba, Elliot and Shah, Viral},
    • title = {Composing Modeling and Simulation with Machine Learning in Julia},
    • booktitle = {14th International Modelica Conference},
    • year = 2021,
    • editor = {Martin Sjölund, Lena Buffoni, Adrian Pop, and Lennart Ochel},
    • pages = {97--107},
    • month = sep,
    • publisher = {Linköping Electronic Press},
    • doi = {10.3384/ecp2118197},
    • issn = {1650-3740},
    • isbn = {978-91-7929-027-6},
    • url = {https://www.merl.com/publications/TR2021-114}
    • }
  •  Tanaka, R., Nabi, S., Nonaka, M., "Airflow Optimization for Room Air Conditioners", Building Simulation 2021 Conference, September 2021.
    BibTeX TR2021-106 PDF
    • @inproceedings{Tanaka2021sep,
    • author = {Tanaka, Ryuta and Nabi, Saleh and Nonaka, Mio},
    • title = {Airflow Optimization for Room Air Conditioners},
    • booktitle = {Building Simulation 2021 Conference},
    • year = 2021,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2021-106}
    • }
  •  Chakrabarty, A., Maddalena, E., Qiao, H., Laughman, C.R., "Data-driven calibration of physics-informed models of joint building/equipment dynamics using Bayesian optimization", Building Simulation Conference 2021, September 2021.
    BibTeX TR2021-105 PDF Video
    • @inproceedings{Chakrabarty2021sep,
    • author = {Chakrabarty, Ankush and Maddalena, Emilio and Qiao, Hongtao and Laughman, Christopher R.},
    • title = {Data-driven calibration of physics-informed models of joint building/equipment dynamics using Bayesian optimization},
    • booktitle = {Building Simulation Conference 2021},
    • year = 2021,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2021-105}
    • }
  •  Qiao, H., Laughman, C.R., "Modeling and Analysis of Pressure Drop Oscillations in Horizontal Boiling Flow", International Refrigeration and Air Conditioning Conference (IRACC), August 2021.
    BibTeX TR2021-102 PDF
    • @inproceedings{Qiao2021aug,
    • author = {Qiao, Hongtao and Laughman, Christopher R.},
    • title = {Modeling and Analysis of Pressure Drop Oscillations in Horizontal Boiling Flow},
    • booktitle = {International Refrigeration and Air Conditioning Conference (IRACC)},
    • year = 2021,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2021-102}
    • }
  •  Chakrabarty, A., Wichern, G., Laughman, C.R., "ANP-BBO: Attentive Neural Processes and Batch Bayesian Optimization for Scalable Calibration of Physics-Informed Digital Twins", International Conference on Machine Learning (ICML), July 2021.
    BibTeX TR2021-086 PDF
    • @inproceedings{Chakrabarty2021jul,
    • author = {Chakrabarty, Ankush and Wichern, Gordon and Laughman, Christopher R.},
    • title = {ANP-BBO: Attentive Neural Processes and Batch Bayesian Optimization for Scalable Calibration of Physics-Informed Digital Twins},
    • booktitle = {International Conference on Machine Learning (ICML)},
    • year = 2021,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2021-086}
    • }
  •  Zhang, S., Ye, F., Wang, B., Habetler, T.G., "Few-Shot Bearing Fault Diagnosis Based on Model-Agnostic Meta-Learning", IEEE Transactions on Industry Applications, DOI: 10.1109/​TIA.2021.3091958, June 2021.
    BibTeX TR2021-081 PDF
    • @article{Zhang2021jun,
    • author = {Zhang, Shen and Ye, Fei and Wang, Bingnan and Habetler, Thomas G},
    • title = {Few-Shot Bearing Fault Diagnosis Based on Model-Agnostic Meta-Learning},
    • journal = {IEEE Transactions on Industry Applications},
    • year = 2021,
    • month = jun,
    • doi = {10.1109/TIA.2021.3091958},
    • url = {https://www.merl.com/publications/TR2021-081}
    • }
  •  Laughman, C.R., Qiao, H., "Patch-based Thermodynamic Property Models for the Subcritical Region", International Refrigeration and Air Conditioning Conference (IRACC), May 2021.
    BibTeX TR2021-053 PDF
    • @inproceedings{Laughman2021may,
    • author = {Laughman, Christopher R. and Qiao, Hongtao},
    • title = {Patch-based Thermodynamic Property Models for the Subcritical Region},
    • booktitle = {International Refrigeration and Air Conditioning Conference (IRACC)},
    • year = 2021,
    • month = may,
    • url = {https://www.merl.com/publications/TR2021-053}
    • }
  •  Zhou, L., Guo, F., Wang, H., Wang, B., "High-Torque Direct-Drive Machine with Combined Axial- and Radial-flux Out-runner Vernier Permanent Magnet Motor", IEEE International Electric Machines and Drives Conference (IEMDC), DOI: 10.1109/​IEMDC47953.2021.9449499, May 2021, pp. 1-8.
    BibTeX TR2021-050 PDF
    • @inproceedings{Zhou2021may,
    • author = {Zhou, Lei and Guo, Feng and Wang, Hongyu and Wang, Bingnan},
    • title = {High-Torque Direct-Drive Machine with Combined Axial- and Radial-flux Out-runner Vernier Permanent Magnet Motor},
    • booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
    • year = 2021,
    • pages = {1--8},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/IEMDC47953.2021.9449499},
    • url = {https://www.merl.com/publications/TR2021-050}
    • }
  •  Zhou, L., Wang, B., Lin, C., Miyoshi, M., Inoue, H., "Static Eccentricity Fault Detection for PSH-type Induction Motors Considering High-order Air Gap Permeance Harmonics", IEEE International Electric Machines and Drives Conference (IEMDC), DOI: 10.1109/​IEMDC47953.2021.9449496, May 2021, pp. 1-7.
    BibTeX TR2021-051 PDF
    • @inproceedings{Zhou2021may2,
    • author = {Zhou, Lei and Wang, Bingnan and Lin, Chungwei and Miyoshi, Masahito and Inoue, hiroshi},
    • title = {Static Eccentricity Fault Detection for PSH-type Induction Motors Considering High-order Air Gap Permeance Harmonics},
    • booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
    • year = 2021,
    • pages = {1--7},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.1109/IEMDC47953.2021.9449496},
    • url = {https://www.merl.com/publications/TR2021-051}
    • }
  •  Anantharaman, R., Ma, Y., Gowda, S., Laughman, C.R., Shah, V., Edelman, A., Rackauckas, C., "Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks", AAAI Spring Symposium on Combining Artificial Intelligence with Physical Sciences, March 2021.
    BibTeX TR2021-021 PDF
    • @inproceedings{Anantharaman2021mar,
    • author = {Anantharaman, Ranjan and Ma, Yingbo and Gowda, Shashi and Laughman, Christopher R. and Shah, Viral and Edelman, Alan and Rackauckas, Chris},
    • title = {Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks},
    • booktitle = {AAAI Spring Symposium on Combining Artificial Intelligence with Physical Sciences},
    • year = 2021,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2021-021}
    • }
  •  Bortoff, S.A., Okasha, A., "Modelica-Based Control of A Delta Robot", ASME Dynamic Systems and Control Conference, DOI: 10.1115/​DSCC2020-3158, December 2020.
    BibTeX TR2020-154 PDF
    • @inproceedings{Bortoff2020dec,
    • author = {Bortoff, Scott A. and Okasha, Ahmed},
    • title = {Modelica-Based Control of A Delta Robot},
    • booktitle = {ASME Dynamic Systems and Control Conference},
    • year = 2020,
    • month = dec,
    • doi = {10.1115/DSCC2020-3158},
    • url = {https://www.merl.com/publications/TR2020-154}
    • }
  •  Anantharaman, R., Ma, Y., Gowda, S., Laughman, C.R., Shah, V., Edelman, A., Rackauckas, C., "Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks", Advances in Neural Information Processing Systems (NeurIPS), December 2020.
    BibTeX TR2020-169 PDF
    • @inproceedings{Anantharaman2020dec,
    • author = {Anantharaman, Ranjan and Ma, Yingbo and Gowda, Shashi and Laughman, Christopher R. and Shah, Viral and Edelman, Alan and Rackauckas, Chris},
    • title = {Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks},
    • booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
    • year = 2020,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2020-169}
    • }
  •  Talreja, V., Koike-Akino, T., Wang, Y., Millar, D.S., Kojima, K., Parsons, K., "End-to-End Deep Learning for Phase Noise-Robust Multi-Dimensional Geometric Shaping", European Conference on Optical Communication (ECOC), DOI: 10.1109/​ECOC48923.2020.9333382, November 2020.
    BibTeX TR2020-155 PDF Video
    • @inproceedings{Talreja2020nov,
    • author = {Talreja, Veeru and Koike-Akino, Toshiaki and Wang, Ye and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {End-to-End Deep Learning for Phase Noise-Robust Multi-Dimensional Geometric Shaping},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2020,
    • month = nov,
    • publisher = {IEEE},
    • doi = {10.1109/ECOC48923.2020.9333382},
    • isbn = {978-1-7281-7361-0},
    • url = {https://www.merl.com/publications/TR2020-155}
    • }
  •  Shin, K.-H., Wang, B., "Semi-Analytical Modeling for Interior Permanent Magnet Synchronous Machines Considering Permeability of Rotor Core", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.23919/​ICEMS50442.2020.9291153, November 2020, pp. 19-22.
    BibTeX TR2020-149 PDF
    • @inproceedings{Shin2020nov,
    • author = {Shin, Kyung-Hun and Wang, Bingnan},
    • title = {Semi-Analytical Modeling for Interior Permanent Magnet Synchronous Machines Considering Permeability of Rotor Core},
    • booktitle = {2020 23rd International Conference on Electrical Machines and Systems (ICEMS)},
    • year = 2020,
    • pages = {19--22},
    • month = nov,
    • doi = {10.23919/ICEMS50442.2020.9291153},
    • url = {https://www.merl.com/publications/TR2020-149}
    • }
  •  Zhang, S., Ye, F., Wang, B., Habetler, T.G., "Few-Shot Bearing Anomaly Detection via Model-Agnostic Meta-Learning", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.23919/​ICEMS50442.2020.9291099, November 2020, pp. 1341-1346.
    BibTeX TR2020-151 PDF
    • @inproceedings{Zhang2020nov2,
    • author = {Zhang, Shen and Ye, Fei and Wang, Bingnan and Habetler, Thomas G},
    • title = {Few-Shot Bearing Anomaly Detection via Model-Agnostic Meta-Learning},
    • booktitle = {2020 23rd International Conference on Electrical Machines and Systems (ICEMS)},
    • year = 2020,
    • pages = {1341--1346},
    • month = nov,
    • doi = {10.23919/ICEMS50442.2020.9291099},
    • url = {https://www.merl.com/publications/TR2020-151}
    • }
  •  Wang, B., Hotta, A., "Contactless Eddy Current Sensing for Carbon Fiber Reinforced Polymer Defect Detection", Biennial IEEE Conference on Electromagnetic Field Computation (CEFC), November 2020.
    BibTeX TR2020-148 PDF
    • @inproceedings{Wang2020nov2,
    • author = {Wang, Bingnan and Hotta, Akira},
    • title = {Contactless Eddy Current Sensing for Carbon Fiber Reinforced Polymer Defect Detection},
    • booktitle = {Biennial IEEE Conference on Electromagnetic Field Computation (CEFC)},
    • year = 2020,
    • month = nov,
    • url = {https://www.merl.com/publications/TR2020-148}
    • }
  •  Bhamidipati, S., Kim, K.J., Sun, H., Orlik, P.V., "Artificial Intelligence-Based Distributed Belief Propagation and Recurrent Neural Network Algorithm for Wide-Area Monitoring Systems", IEEE Network, DOI: 10.1109/​MNET.011.1900322, Vol. 34, No. 3, pp. 64-72, May 2020.
    BibTeX TR2020-058 PDF
    • @article{Bhamidipati2020may,
    • author = {Bhamidipati, Sriramya and Kim, Kyeong Jin and Sun, Hongbo and Orlik, Philip V.},
    • title = {Artificial Intelligence-Based Distributed Belief Propagation and Recurrent Neural Network Algorithm for Wide-Area Monitoring Systems},
    • journal = {IEEE Network},
    • year = 2020,
    • volume = 34,
    • number = 3,
    • pages = {64--72},
    • month = may,
    • doi = {10.1109/MNET.011.1900322},
    • url = {https://www.merl.com/publications/TR2020-058}
    • }
  •  Zhang, S., Wang, B., Kanemaru, M., Lin, C., Liu, D., Habetler, T., "Model-Based Analysis and Quantification of Bearing Faults in Induction Machines", IEEE Transactions on Industry Applications, DOI: 10.1109/​TIA.2020.2979383, Vol. 56, No. 3, pp. 2158-2170, May 2020.
    BibTeX TR2020-059 PDF
    • @article{Zhang2020may,
    • author = {Zhang, Shen and Wang, Bingnan and Kanemaru, Makoto and Lin, Chungwei and Liu, Dehong and Habetler, Thomas},
    • title = {Model-Based Analysis and Quantification of Bearing Faults in Induction Machines},
    • journal = {IEEE Transactions on Industry Applications},
    • year = 2020,
    • volume = 56,
    • number = 3,
    • pages = {2158--2170},
    • month = may,
    • doi = {10.1109/TIA.2020.2979383},
    • issn = {1939-9367},
    • url = {https://www.merl.com/publications/TR2020-059}
    • }
  •  Zhang, S., Zhang, S., Wang, B., Habetler, T., "Deep Learning Algorithms for Bearing Fault Diagnostics – A Comprehensive Review", IEEE Access, DOI: 10.1109/​ACCESS.2020.2972859, Vol. 8, pp. 29857-29881, March 2020.
    BibTeX TR2020-034 PDF
    • @article{Zhang2020mar,
    • author = {Zhang, Shen and Zhang, Shibo and Wang, Bingnan and Habetler, Thomas},
    • title = {Deep Learning Algorithms for Bearing Fault Diagnostics – A Comprehensive Review},
    • journal = {IEEE Access},
    • year = 2020,
    • volume = 8,
    • pages = {29857--29881},
    • month = mar,
    • doi = {10.1109/ACCESS.2020.2972859},
    • issn = {2169-3536},
    • url = {https://www.merl.com/publications/TR2020-034}
    • }
  •  Bortoff, S.A., "Modeling Contact and Collisions for Robotic Assembly Control", American Modelica Conference 2020, DOI: 10.3384/​ECP2016954, March 2020, pp. 54-63.
    BibTeX TR2020-032 PDF
    • @inproceedings{Bortoff2020mar,
    • author = {Bortoff, Scott A.},
    • title = {Modeling Contact and Collisions for Robotic Assembly Control},
    • booktitle = {American Modelica Conference 2020},
    • year = 2020,
    • pages = {54--63},
    • month = mar,
    • doi = {10.3384/ECP2016954},
    • url = {https://www.merl.com/publications/TR2020-032}
    • }
  •  Laughman, C.R., Bortoff, S.A., "Nonlinear State Estimation with FMI: Tutorial and Applications", American Modelica Conference 2020, Tiller, M. and Tummescheit, H. and Vanfretti, L. and Laughman, C. and Wetter, M., Eds., DOI: 10.3384/​ECP20169186, March 2020, pp. 186-195.
    BibTeX TR2020-031 PDF
    • @inproceedings{Laughman2020mar,
    • author = {Laughman, Christopher R. and Bortoff, Scott A.},
    • title = {Nonlinear State Estimation with FMI: Tutorial and Applications},
    • booktitle = {American Modelica Conference 2020},
    • year = 2020,
    • editor = {Tiller, M. and Tummescheit, H. and Vanfretti, L. and Laughman, C. and Wetter, M.},
    • pages = {186--195},
    • month = mar,
    • publisher = {Linköping University Electronic Press},
    • doi = {10.3384/ECP20169186},
    • issn = {1650-3686},
    • isbn = {978-91-7929-900-2},
    • url = {https://www.merl.com/publications/TR2020-031}
    • }
  •  Lin, C., Sels, D., Wang, Y., "Time-optimal Control of a Dissipative Qubit", Physical Review, DOI: 10.1103/​PhysRevA.101.022320, Vol. 101, No. 2, pp. 022320, February 2020.
    BibTeX TR2020-023 PDF
    • @article{Lin2020feb,
    • author = {Lin, Chungwei and Sels, Dries and Wang, Yebin},
    • title = {Time-optimal Control of a Dissipative Qubit},
    • journal = {Physical Review},
    • year = 2020,
    • volume = 101,
    • number = 2,
    • pages = 022320,
    • month = feb,
    • doi = {10.1103/PhysRevA.101.022320},
    • url = {https://www.merl.com/publications/TR2020-023}
    • }
  •  Teo, K.H., "Report on ISPSD 2019," Tech. Rep. TR2019-161, Mitsubishi Electric Research Laboratories, December 2019.
    BibTeX TR2019-161 PDF
    • @techreport{Teo2019dec,
    • author = {Teo, Koo Hoo},
    • title = {Report on ISPSD 2019},
    • institution = {Mitsubishi Electric Research Laboratories},
    • year = 2019,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2019-161}
    • }
  •  Garcia, J., Danielson, C., Limon, D., Bortoff, S.A., Di Cairano, S., "Steady-State Analysis of HVAC Performance using Indoor Fans in Control Design", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC40024.2019.9029730, December 2019, pp. 2952-2957.
    BibTeX TR2019-143 PDF
    • @inproceedings{Garcia2019dec,
    • author = {Garcia, Joaquin and Danielson, Claus and Limon, Daniel and Bortoff, Scott A. and Di Cairano, Stefano},
    • title = {Steady-State Analysis of HVAC Performance using Indoor Fans in Control Design},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2019,
    • pages = {2952--2957},
    • month = dec,
    • doi = {10.1109/CDC40024.2019.9029730},
    • url = {https://www.merl.com/publications/TR2019-143}
    • }