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• 2021

  3D Printed Passive Sensors—An Overview

  Mehta, V. R. & Ravindra, N. M., 2021, TMS 2021 150th Annual Meeting and Exhibition Supplemental Proceedings. Springer Science and Business Media Deutschland GmbH, p. 955-963 9 p. (Minerals, Metals and Materials Series; vol. 5).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Industry 100%
  • Smoke 77%
  • Sensors 69%
  • Filament 67%
  • Humidity 61%

• 3D-RVP: A method for 3D object reconstruction from a single depth view using voxel and point

  Zhao, M., Xiong, G., Zhou, M. C., Shen, Z. & Wang, F. Y., Mar 21 2021, In: Neurocomputing. 430, p. 94-103 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Deep Learning 100%
  • Technology 95%
  • Virtual Reality 88%
  • Efficiency 79%
  • Benchmarking 78%
  1 Scopus citations

• A 3d bioprinted material that recapitulates the perivascular bone marrow structure for sustained hematopoietic and cancer models

  Moore, C. A., Siddiqui, Z., Carney, G. J., Naaldijk, Y., Guiro, K., Ferrer, A. I., Sherman, L. S., Guvendiren, M., Kumar, V. A. & Rameshwar, P., Feb 2 2021, In: Polymers. 13, 4, p. 1-25 25 p., 480.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Bone 100%
  • Hydrogel 82%
  • Pipeline 59%
  • Drug 54%
  • Alginate 52%

• Accessing dynamic functional connectivity using l₀-regularized sparse-smooth inverse covariance estimation from fMRI

  Zhang, L., Fu, Z., Zhang, W., Huang, G., Liang, Z., Li, L., Biswal, B. B., Calhoun, V. D. & Zhang, Z., Jul 5 2021, In: Neurocomputing. 443, p. 147-161 15 p.

  Research output: Contribution to journal › Article › peer-review

  • Magnetic Resonance Imaging 100%
  • Datasets 8%
  • Brain 8%
  • Topology 6%

• A cellular platform for the development of synthetic living machines

  Blackiston, D., Lederer, E., Kriegman, S., Garnier, S., Bongard, J. & Levin, M., 2021, In: Science Robotics. 6, 52, eabf1571.

  Research output: Contribution to journal › Article › peer-review

  • Swarm 100%
  • Robot 86%
  • Scaffold 71%
  • Self-assembly 65%
  • Self-organization 61%
  1 Scopus citations

• A closed-form model-free implied volatility formula through delta families

  Nguyen, D., Taylor, S., Cui, Z. & Kirkby, J., Jun 2021, In: Journal of Derivatives. 28, 4, p. 111-127 17 p.

  Research output: Contribution to journal › Article › peer-review

  • Implied Volatility 100%
  • Inverse Problem 45%
  • Heston Model 41%
  • Data Generating Process 36%
  • Black-Scholes 34%

• A Cooperative Defense Framework against Application-level DDoS Attacks on Mobile Edge Computing Services

  Li, H., Yang, C., Wang, L., Ansari, N., Tang, D., Huang, X., Xu, Z. & Hu, D., 2021, (Accepted/In press) In: IEEE Transactions on Mobile Computing.

  Research output: Contribution to journal › Article › peer-review

  • Edge computing 100%
  • Scheduling 33%
  • Testbeds 15%
  • Containers 15%
  • Elasticity 15%

• Adaptive and Dynamic Adjustment of Fault Detection Cycles in Cloud Computing

  Zhang, P., Shu, S. & Zhou, M., Jan 2021, In: IEEE Transactions on Industrial Informatics. 17, 1, p. 20-30 11 p., 8736274.

  Research output: Contribution to journal › Article › peer-review

  • Fault detection 100%
  • Cloud computing 94%
  • Decision trees 20%
  • Support vector machines 17%
  • Defects 14%
  2 Scopus citations

• Additive manufacturing of oral tablets: Technologies, materials and printed tablets

  Abaci, A., Gedeon, C., Kuna, A. & Guvendiren, M., Jan 2021, In: Pharmaceutics. 13, 2, p. 1-27 27 p., 156.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Tablets 100%
  • Additive 73%
  • Three-Dimensional Printing 72%
  • Technology 71%
  • Drug Compounding 63%

• Additive manufacturing of sensors for military monitoring applications

  Bird, D. T. & Ravindra, N. M., May 1 2021, In: Polymers. 13, 9, 1455.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • 3D printers 100%
  • Bacterial Toxin 76%
  • Fabrication 75%
  • Additive 68%
  • Lethal 60%

• Adenosine kinase: An epigenetic modulator in development and disease

  Murugan, M., Fedele, D., Millner, D., Alharfoush, E., Vegunta, G. & Boison, D., Jul 2021, In: Neurochemistry International. 147, 105054.

  Research output: Contribution to journal › Article › peer-review

  • Adenosine Kinase 100%
  • Epigenomics 57%
  • Protein Isoforms 17%
  • Adenosine 16%
  • DNA Methylation 10%

• A DIRECT-type global optimization algorithm for image registration

  Zheng, C., Calvin, J. & Gotsman, C., Feb 2021, In: Journal of Global Optimization. 79, 2, p. 431-445 15 p.

  Research output: Contribution to journal › Article › peer-review

  • Image Registration 100%
  • Global Optimization 92%
  • Image registration 75%
  • Registration 73%
  • Optimization Algorithm 72%
  1 Scopus citations

• Adjusting Learning Depth in Nonnegative Latent Factorization of Tensors for Accurately Modeling Temporal Patterns in Dynamic QoS Data

  Luo, X., Chen, M., Wu, H., Liu, Z., Yuan, H. & Zhou, M. C., 2021, (Accepted/In press) In: IEEE Transactions on Automation Science and Engineering.

  Research output: Contribution to journal › Article › peer-review

  • Factorization 100%
  • Tensors 99%
  • Quality of service 78%

• A Double-Blind Anonymous Evaluation-Based Trust Model in Cloud Computing Environments

  Zhang, P., Zhou, M. & Kong, Y., Mar 2021, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 51, 3, p. 1805-1816 12 p., 8681408.

  Research output: Contribution to journal › Article › peer-review

  • Cloud computing 100%
  • Information services 42%
  • Uncertainty 23%
  5 Scopus citations

• Adsorption from binary liquid solutions into mesoporous silica: a capacitance isotherm on 5CB nematogen/cyclohexane mixtures

  Kityk, A. V., Gor, G. Y. & Huber, P., 2021, (Accepted/In press) In: Molecular Physics. e1909160.

  Research output: Contribution to journal › Article › peer-review

  • Cyclohexane 100%
  • cyclohexane 75%
  • Silicon Dioxide 73%
  • Adsorption 70%
  • isotherms 63%

• A framework for the evaluation and selection of shoreline surface washing agents in oil spill response

  Bi, H., An, C., Owens, E., Lee, K., Chen, Z., Mulligan, C., Taylor, E. & Boufadel, M., Jun 1 2021, In: Journal of Environmental Management. 287, 112346.

  Research output: Contribution to journal › Article › peer-review

  • oil spill response 100%
  • Oil Spill 94%
  • Oil spills 93%
  • Washing 83%
  • shoreline 63%

• A Hybrid Prediction Method for Realistic Network Traffic With Temporal Convolutional Network and LSTM

  Bi, J., Zhang, X., Yuan, H., Zhang, J. & Zhou, M. C., 2021, (Accepted/In press) In: IEEE Transactions on Automation Science and Engineering.

  Research output: Contribution to journal › Article › peer-review

  • Long short-term memory 100%
  • Time series 29%
  • Neural networks 20%
  • Health 12%
  • Industry 7%

• A Hybrid Probabilistic Multiobjective Evolutionary Algorithm for Commercial Recommendation Systems

  Wei, G., Wu, Q. & Zhou, M., Jun 2021, In: IEEE Transactions on Computational Social Systems. 8, 3, p. 589-598 10 p., 9363322.

  Research output: Contribution to journal › Article › peer-review

  • Recommendation System 100%
  • Multi-objective Evolutionary Algorithm 87%
  • Profit 64%
  • Recommender systems 56%
  • Evolutionary algorithms 51%

• A kernel-modulated SIR model for Covid-19 contagious spread from county to continent

  Geng, X., Katul, G. G., Gerges, F., Bou-Zeid, E., Nassif, H. & Boufadel, M. C., May 25 2021, In: Proceedings of the National Academy of Sciences of the United States of America. 118, 21, e2023321118.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Infections 100%
  • Disease Outbreaks 74%
  • Epidemics 72%
  • Population 49%
  • Masks 43%

• A Knowledge-Based Cuckoo Search Algorithm to Schedule a Flexible Job Shop with Sequencing Flexibility

  Cao, Z. C., Lin, C. R. & Zhou, M. C., Jan 2021, In: IEEE Transactions on Automation Science and Engineering. 18, 1, p. 56-69 14 p., 8896918.

  Research output: Contribution to journal › Article › peer-review

  • Scheduling 100%
  • Reinforcement learning 48%
  • Feedback control 43%
  • Robustness (control systems) 28%
  • Learning algorithms 20%
  3 Scopus citations

• A low power flexible dielectric barrier discharge disinfects surfaces and improves the action of hydrogen peroxide

  Gershman, S., Harreguy, M. B., Yatom, S., Raitses, Y., Efthimion, P. & Haspel, G., Dec 2021, In: Scientific reports. 11, 1, 4626.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Hydrogen Peroxide 100%
  • Disinfection 59%
  • Atmospheric Pressure 45%
  • Reactive Nitrogen Species 43%
  • Air Pressure 23%

• Altered cerebrovascular reactivity due to respiratory rate and breath holding: a BOLD-fMRI study on healthy adults

  Chen, K., Yang, H., Zhang, H., Meng, C., Becker, B. & Biswal, B., May 2021, In: Brain Structure and Function. 226, 4, p. 1229-1239 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Breath Holding 100%
  • Respiratory Rate 75%
  • Magnetic Resonance Imaging 47%
  • Respiration 25%
  • Linear Models 15%

• A machine learning based asset pricing factor model comparison on anomaly portfolios

  Fang, M. & Taylor, S., Jul 2021, In: Economics Letters. 204, 109919.

  Research output: Contribution to journal › Article › peer-review

  • Machine Learning 100%
  • Model Comparison 96%
  • Asset Pricing 80%
  • Anomaly 75%
  • Support Vector Machine 64%

• A Markov regime switching model for asset pricing and ambiguity measurement of stock market

  Wang, J., Zhou, M. C., Guo, X., Qi, L. & Wang, X., May 7 2021, In: Neurocomputing. 435, p. 283-294 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Ursidae 100%
  • Financial markets 80%
  • Hong Kong 74%
  • Costs and Cost Analysis 41%
  • Costs 25%
  1 Scopus citations

• A multi-layered gravitational search algorithm for function optimization and real-world problems

  Wang, Y., Gao, S., Zhou, M. & Yu, Y., Jan 2021, In: IEEE/CAA Journal of Automatica Sinica. 8, 1, p. 94-109 16 p., 9272701.

  Research output: Contribution to journal › Article › peer-review

  • Particle swarm optimization (PSO) 100%
  • Computational complexity 97%
  7 Scopus citations

• A multimodal meta-analysis of regional structural and functional brain alterations in type 2 diabetes

  Yao, L., Yang, C., Zhang, W., Li, S., Li, Q., Chen, L., Lui, S., Kemp, G. J., Biswal, B. B., Shah, N. J., Li, F. & Gong, Q., Jul 2021, In: Frontiers in Neuroendocrinology. 62, 100915.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Type 2 Diabetes Mellitus 100%
  • Meta-Analysis 99%
  • Brain 65%
  • Gray Matter 54%
  • Temporal Lobe 49%

• An α -β -Divergence-Generalized Recommender for Highly Accurate Predictions of Missing User Preferences

  Shang, M., Yuan, Y., Luo, X. & Zhou, M. C., 2021, (Accepted/In press) In: IEEE Transactions on Cybernetics.

  Research output: Contribution to journal › Article › peer-review

  • Factor analysis 100%
  • Recommender systems 88%
  • Momentum 80%

• Analysis of Time-Distance Helioseismology for Detection of Emerging Active Regions

  Stefan, J. T., Kosovichev, A. G. & Stejko, A. M., Jun 1 2021, In: Astrophysical Journal. 913, 2, 87.

  Research output: Contribution to journal › Article › peer-review

  • helioseismology 100%
  • travel time 76%
  • emerging 68%
  • travel 57%
  • detection 45%

• Analyzing Asymmetric City Connectivity by Toponym on Social Media in China

  Ye, X., Gong, J. & Li, S., Feb 2021, In: Chinese Geographical Science. 31, 1, p. 14-26 13 p.

  Research output: Contribution to journal › Article › peer-review

  • social media 100%
  • connectivity 68%
  • China 48%
  • city 44%
  • regional research 23%

• An anisotropic pore-network model to estimate the shale gas permeability

  Zhang, D., Zhang, X., Guo, H., Lin, D., Meegoda, J. N. & Hu, L., Dec 2021, In: Scientific reports. 11, 1, 7902.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Natural Gas 100%
  • Permeability 52%
  • Pressure 13%
  • Porosity 11%
  • Anisotropy 11%

• An Efficient RRT-Based Framework for Planning Short and Smooth Wheeled Robot Motion under Kinodynamic Constraints

  Hu, B., Cao, Z. & Zhou, M., Apr 2021, In: IEEE Transactions on Industrial Electronics. 68, 4, p. 3292-3302 11 p., 9034503.

  Research output: Contribution to journal › Article › peer-review

  • Trajectories 100%
  • Robots 92%
  • Controllers 51%
  • Motion control 49%
  • Motion planning 45%
  1 Scopus citations

• An effort to understand and improve the anaerobic biodegradation of petroleum hydrocarbons: A literature review

  Wartell, B., Boufadel, M. & Rodriguez-Freire, L., Feb 2021, In: International Biodeterioration and Biodegradation. 157, 105156.

  Research output: Contribution to journal › Review article › peer-review

  • Biodegradation 100%
  • Petroleum 97%
  • Hydrocarbons 90%
  • Petroleum Derivative 87%
  • petroleum hydrocarbon 78%
  1 Scopus citations

• An emergent autonomous flow for mean-field spin glasses

  MacLaurin, J., Jun 2021, In: Probability Theory and Related Fields. 180, 1-2, p. 365-438 74 p.

  Research output: Contribution to journal › Article › peer-review

  • Empirical Process 100%
  • Spin Glass 99%
  • Mean Field 80%
  • Dynamical Phase Transition 32%
  • Operator 25%

• An empirical bayes change-point model for transcriptome time-course data

  Tian, T., Cheng, R. & Wei, Z., 2021, In: Annals of Applied Statistics. 15, 1, p. 509-526 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Change-point Model 100%
  • Empirical Bayes 95%
  • Change Point 90%
  • Identification Problem 39%
  • Testing 35%
  1 Scopus citations

• An Exploration of Mental Health Discussions in Live Streaming Gaming Communities

  Gandhi, R., Cook, C. L., LaMastra, N., Uttarapong, J. & Wohn, D. Y., Mar 16 2021, In: Frontiers in Psychology. 12, 575653.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Mental Health 100%
  • mental health 87%
  • Motivation 15%
  • conversation 14%
  • Self Disclosure 14%

• Angiogenic hydrogels for dental pulp revascularization

  Siddiqui, Z., Sarkar, B., Kim, K. K., Kadincesme, N., Paul, R., Kumar, A., Kobayashi, Y., Roy, A., Choudhury, M., Yang, J., Shimizu, E. & Kumar, V. A., May 2021, In: Acta Biomaterialia. 126, p. 109-118 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Angiogenic 100%
  • Hydrogels 88%
  • Dental Pulp 85%
  • Pulp 73%
  • Tissue 57%
  1 Scopus citations

• An Improved Discriminative Model Prediction Approach to Real-time Tracking of Objects with Camera as Sensors

  Zhang, L., Han, H., Zhou, M. C., Al-Turki, Y. & Abusorrah, A., 2021, (Accepted/In press) In: IEEE Sensors Journal.

  Research output: Contribution to journal › Article › peer-review

  • education 100%
  • Fusion reactions 81%
  • cameras 79%
  • learning 73%
  • Cameras 71%

• An integrated approach for robotic Sit-To-Stand assistance: Control framework design and human intention recognition

  Li, J., Lu, L., Zhao, L., Wang, C. & Li, J., Feb 2021, In: Control Engineering Practice. 107, 104680.

  Research output: Contribution to journal › Article › peer-review

  • Robotics 100%
  • Human 74%
  • Design 51%
  • Trajectories 47%
  • Framework 47%
  1 Scopus citations

• An intrinsically bioactive hydrogel with on-demand drug release behaviors for diabetic wound healing

  Hu, B., Gao, M., Boakye-Yiadom, K. O., Ho, W., Yu, W., Xu, X. & Zhang, X. Q., Dec 2021, In: Bioactive Materials. 6, 12, p. 4592-4606 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Epidermal Growth Factor 100%
  • Hydrogels 74%
  • Drug Liberation 56%
  • Wound Healing 50%
  • Hydrogel 46%

• A Novel Semi-Supervised Learning Approach to Pedestrian Reidentification

  Han, H., Ma, W., Zhou, M. C., Guo, Q. & Abusorrah, A., Feb 15 2021, In: IEEE Internet of Things Journal. 8, 4, p. 3042-3052 11 p., 9197649.

  Research output: Contribution to journal › Article › peer-review

  • Semi-supervised learning 100%
  • Supervised learning 86%
  • Labeled data 47%
  • Deep learning 36%
  • Internet of things 34%

• A novel β-Ga₂O₃ HEMT with f_T of 166 GHz and X-band P_OUT of 2.91 W/mm

  Singh, R., Lenka, T. R., Velpula, R. T., Jain, B., Bui, H. Q. T. & Nguyen, H. P. T., Jan 1 2021, In: International Journal of Numerical Modelling: Electronic Networks, Devices and Fields. 34, 1, e2794.

  Research output: Contribution to journal › Article › peer-review

  • High electron mobility transistors 100%
  • Two dimensional electron gas 50%
  • Electron 35%
  • Mobility Model 29%
  • Heterostructures 29%
  1 Scopus citations

• An overall view of temperature oscillations in the solar chromosphere with ALMA: Temperature Oscillations with ALMA

  Jafarzadeh, S., Wedemeyer, S., Fleck, B., Stangalini, M., Jess, D. B., Morton, R. J., Szydlarski, M., Henriques, V. M. J., Zhu, X., Wiegelmann, T., Guevara Gómez, J. C., Grant, S. D. T., Chen, B., Reardon, K. & White, S. M., Feb 8 2021, In: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 379, 2190, 20200174.

  Research output: Contribution to journal › Article › peer-review

  • chromosphere 100%
  • Oscillation 64%
  • Field of View 53%
  • oscillations 51%
  • Magnetic flux 45%
  3 Scopus citations

• Ant colonies: building complex organizations with minuscule brains and no leaders

  Moffett, M. W., Garnier, S., Eisenhardt, K. M., Furr, N. R., Warglien, M., Sartoris, C., Ocasio, W., Knudsen, T., Bach, L. A. & Offenberg, J., Mar 2021, In: Journal of Organization Design. 10, 1, p. 55-74 20 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Zoo 100%
  • Ants 88%
  • Group Identity 26%
  • Self-organization 25%
  • Functioning 17%
  2 Scopus citations

• A one-dimensional map to study multi-seasonal coffee infestation by the coffee berry borer

  Marcano, M., Bose, A. & Bayman, P., Mar 2021, In: Mathematical Biosciences. 333, 108530.

  Research output: Contribution to journal › Article › peer-review

  • Hypothenemus hampei 100%
  • Coffee 89%
  • Harvesting 77%
  • Fruit 62%
  • Betaine 55%

• A Performance-Optimized Consensus Mechanism for Consortium Blockchains Consisting of Trust-varying Nodes

  Zhang, P., Zhou, M., Zhao, Q., Abusorrah, A. & Bamasak, O., 2021, (Accepted/In press) In: IEEE Transactions on Network Science and Engineering.

  Research output: Contribution to journal › Article › peer-review

  • Blockchain 100%
  • Finance 24%
  • Fault tolerance 21%
  • Program processors 18%
  • Internet of things 17%

• A Quantitative Description of Skyrmions in Ultrathin Ferromagnetic Films and Rigidity of Degree ±1 Harmonic Maps from R² to S²

  Bernand-Mantel, A., Muratov, C. B. & Simon, T. M., Jan 2021, In: Archive for Rational Mechanics and Analysis. 239, 1, p. 219-299 81 p.

  Research output: Contribution to journal › Article › peer-review

  • Harmonic Maps 100%
  • Rigidity 90%
  • Energy 60%
  • Magnetic anisotropy 48%
  • Magnetization 35%

• A Review: Advances and Modernization in U.S Army Gun Propellants

  Bird, D. T. & Ravindra, N. M., Apr 2021, In: JOM. 73, 4, p. 1144-1164 21 p.

  Research output: Contribution to journal › Review article › peer-review

  • Propellant 100%
  • Modernization 91%
  • Propellants 87%
  • 3D printers 80%
  • Additive 54%

• Assessing predictability of packing porosity and bulk density enhancements after dry coating of pharmaceutical powders

  Kunnath, K., Chen, L., Zheng, K. & Davé, R. N., Jan 2 2021, In: Powder Technology. 377, p. 709-722 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Bulk Density 100%
  • Drug products 92%
  • Specific surface area 72%
  • Porosity 72%
  • Powders 68%

• A theoretical model for voltage-dependent photocurrent collection in cdte solar cells

  Zhao, C. X. & Chin, K. K., Mar 2 2021, In: Energies. 14, 6, 1615.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • CdTe 100%
  • Solar Cells 86%
  • Photocurrents 74%
  • Theoretical Model 63%
  • Voltage 58%

• Atomic Layer Deposition and Atomic Layer Etching—An Overview of Selective Processes

  Hossain, S., Gokce, O. H. & Ravindra, N. M., 2021, TMS 2021 150th Annual Meeting and Exhibition Supplemental Proceedings. Springer Science and Business Media Deutschland GmbH, p. 219-229 11 p. (Minerals, Metals and Materials Series; vol. 5).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Atomic layer deposition 100%
  • Atomic Layer Epitaxy 75%
  • Etching 70%
  • Nanophotonics 51%
  • Diffusion barriers 48%