University of Minnesota Twin Cities

Research output

Research output per year 1918 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2024

• 216520 Article
• 15132 Review article
• 14399 Chapter
• 13484 Conference contribution
• 31462 More
  • 5574 Comment/debate
  • 4566 Editorial
  • 4256 Letter
  • 3193 Book
  • 2898 Conference article
  • 2496 Exhibition
  • 1930 Paper
  • 1186 Short survey
  • 1115 Other report
  • 840 Performance
  • 583 Design
  • 398 Other contribution
  • 365 Foreword/postscript
  • 364 Book/Film/Article review
  • 332 Chapter (peer-reviewed)
  • 202 Commissioned report
  • 171 Abstract
  • 104 Web publication/site
  • 98 Entry for encyclopedia/dictionary
  • 95 Other
  • 92 Digital or Visual Products
  • 89 Poster
  • 87 Master's Thesis
  • 85 Poetry
  • 63 Working paper
  • 56 Essay
  • 42 Meeting Abstract
  • 34 Other chapter contribution
  • 32 Doctoral Thesis
  • 22 Scholarly edition
  • 22 Patent
  • 18 Special issue
  • 12 Preprint
  • 11 Literature review
  • 10 Composition
  • 10 Software
  • 6 Anthology
  • 2 Discussion paper
  • 1 Featured article
  • 1 Artifact
  • 1 Data set/Database

Research output per year

Research output per year

Search results

• 2023

  An Unpooling Layer for Graph Generation

  Guo, Y., Zou, D. & Lerman, G., 2023, In: Proceedings of Machine Learning Research. 206, p. 3179-3209 31 p.

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

  • Experimental Evidence 100%
  • Connected Graph 100%
  • Autoencoder 100%
  • Generative Adversarial Networks 100%

• Development of a Heavy-Duty Electric Vehicle Integration and Implementation (HEVII) Tool

  Badheka, A., Eagon, M. J., Fakhimi, S., Wiringa, P., Miller, E., Kotz, A. & Northrop, W., Apr 11 2023, In: SAE Technical Papers.

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

  • Charging Infrastructure 100%

• Feasibility of Using an Armband Optical Heart Rate Sensor in Naturalistic Environment

  Yu, H., Kotlyar, M., Dufresne, S. R., Thuras, P. D. & Pakhomov, S., 2023, In: Pacific Symposium on Biocomputing. 2023, p. 43-54 12 p.

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

  Open Access

  • Environment 100%
  • Feasibility 100%
  • Heart Rate 100%
  • Cardiovascular System 100%
  • Remote Sensing 100%

• InfiniStore: Elastic Serverless Cloud Storage

  Zhang, J., Newman, N. J., Wang, A., Anwar, A., Skourtis, D., Ma, X., Rupprecht, L., Yan, F., Cheng, Y., Carver, B. & Tarasov, V., 2023, In: Proceedings of the VLDB Endowment. 16, 7, p. 1629-1642 14 p.

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

  • Functions 100%
  • Cloud Storage 100%
  • Design 33%
  • Models 33%
  • Functionality 33%
  1 Scopus citations

• Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding

  Gebhart, T., Hansen, J. & Schrater, P., 2023, In: Proceedings of Machine Learning Research. 206, p. 9094-9116 23 p.

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

  • Embedding 100%
  • Theoretic Framework 100%
  • Reasoning 28%
  • Models 14%
  • Representation Learning 14%

• PILOT STUDY UNDERSTANDING STUDENTS' PERCEPTIONS OF FAILURE IN PRODUCT DESIGN

  Lauff, C. A., Friesen, A. & Menold, J., 2023, In: Proceedings of the Design Society. 3, p. 2895-2904 10 p.

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

  Open Access

  • Binary Success 100%
  • Student Factor 100%

• PROTOTYPING FOR CHILDREN: UNDERSTANDING HOW FIDELITY AFFECTS CHILDREN'S COMPREHENSION OF PROTOTYPES

  Codner, A. C. & Lauff, C. A., 2023, In: Proceedings of the Design Society. 3, p. 3005-3014 10 p.

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

  Open Access

  • Testing 100%
  • User 50%
  • Design 33%
  • Complexity 16%
  • Models 16%

• Robust Variational Autoencoding with Wasserstein Penalty for Novelty Detection

  Lai, C. H., Zou, D. & Lerman, G., 2023, In: Proceedings of Machine Learning Research. 206, p. 3538-3567 30 p.

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

  • Models 100%
  • Detection 100%
  • Low-Rank 100%
  • Leibler Divergence 100%
  • Outlier 100%

• Why an indirect estimate of the unjacketed pore modulus may not work

  Tarokh, A. & Labuz, J. F., 2023, In: IOP Conference Series: Earth and Environmental Science. 1124, 1, 012070.

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

  Open Access

  • Estimate 100%
  • Porosity 100%
  • Bulk Modulus 100%
  • Rock 42%
  • Solid 28%
• 2022

  Advancing organ cryopreservation through scalable polymer coating of iron oxide nanoparticles

  Pasek-Allen, J. L., Gao, Z., Wilharm, R. K., Pierre, V. C. & Bischof, J. C., Dec 1 2022, In: Cryobiology. 109, p. 21

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

  • Polymer 100%
  • Cryopreservation 100%
  • Iron Oxide 100%
  • Polymer Coating 100%
  • Cryoprotective Agent 75%

• A Fast GRB Source Localization Pipeline for the Advanced Particle-astrophysics Telescope

  the ADAPT Collaboration, Mar 18 2022, In: Proceedings of Science. 395, 588.

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

  • Photons 100%
  • Particle Astrophysics 100%
  • Position (Location) 100%
  • Source Localization 100%
  • Scattering 80%

• A maximum-likelihood-based technique for detecting extended gamma-ray sources with VERITAS

  The VERITAS Collaboration, Mar 18 2022, In: Proceedings of Science. 395, 768.

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

  • Atmospherics 100%
  • Gamma-Ray Sources 100%
  • Region 75%
  • Gamma Radiation 75%
  • Field of View 50%

• An Archival Search for Very-High-Energy Counterparts to Sub-Threshold Neutron-Star Merger Candidates

  VERITAS collaboration, Mar 18 2022, In: Proceedings of Science. 395, 948.

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

  • Events 100%
  • Neutron Stars 100%
  • Observatories 66%
  • Detection 66%
  • Gamma Radiation 66%

• A Stochastic Multi-Rate Control Framework For Modeling Distributed Optimization Algorithms

  Zhang, X., Hong, M., Dhople, S. & Elia, N., 2022, In: Proceedings of Machine Learning Research. 162, p. 26206-26222 17 p.

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

  • Communication 100%
  • Classes 100%
  • Feedback Control 100%
  • Distributed Algorithm 100%
  • Control Framework 100%

• Biological characterization of vitrified pancreatic islets and transplantation

  Rao, J. S., Zhan, L., Sethia, N., Slama, M. Q., Han, Z., Tobolt, D., Ethridge, M., Peterson, Q. P., Dutcher, C. S., Bischof, J. C. & Finger, E. B., Dec 1 2022, In: Cryobiology. 109, p. 20

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

• Characterization of a prototype imaging calorimeter for the Advanced Particle-astrophysics Telescope from an Antarctic balloon flight and CERN beam test

  APT Collaboration, Mar 18 2022, In: Proceedings of Science. 395, 137.

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

  • Calorimeter 100%
  • Particle Astrophysics 100%
  • Balloon Flight 100%
  • Cosmic Radiation 83%
  • Events 66%

• Combined dark matter searches towards dwarf spheroidal galaxies with Fermi-LAT, HAWC, H.E.S.S., MAGIC, and VERITAS

  Fermi-LAT, HAWC, H.E.S.S., MAGIC & VERITAS, Mar 18 2022, In: Proceedings of Science. 395, e1.

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

  • Dark Matter 100%
  • Dwarf Spheroidal Galaxies 100%
  • Particle 36%
  • Standard Model 27%
  • Weakly Interacting Massive Particles 27%

• Competencies for Graduate Student Training in Transdisciplinary FEWS Research

  Heemstra, J., Marshall, A. M., Cortus, E., Koziel, J. & Deviney, A. V., Aug 23 2022, In: ASEE Annual Conference and Exposition, Conference Proceedings.

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

  • Research 100%
  • Training 100%
  • Students 100%
  • Graduates 100%
  • Transdisciplinary 100%

• Current Practices in K-12 Integrated STEM Education: A Comparison Across Science Content Areas and Grade-Levels (Fundamental)

  Dare, E. A., Ellis, J. A., Rouleau, M., Roehrig, G. & Ring-Whalen, E. A., Aug 23 2022, In: ASEE Annual Conference and Exposition, Conference Proceedings.

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

  • K-12 Education 100%
  • Science 100%
  • Practice 100%
  • Content 100%
  • Science Education 100%

• Data Driven Feedforward Control Strategy for Multi-Fuel UAS Engine

  Dong, X., Goertemiller, C., Pal, A., Sun, Z., Kim, K. & Kweon, C. B. M., 2022, In: IFAC-PapersOnLine. 55, 37, p. 627-632 6 p.

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

  Open Access

  • Control Strategy 100%
  • Engines 100%
  • Unmanned Aircraft System 100%
  • Feedforward Control 100%
  • Models 85%

• Deep-Learning-Based Human Activity Recognition Using Wearable Sensors

  Nouriani, A., McGovern, R. A. & Rajamani, R., 2022, In: IFAC-PapersOnLine. 55, 37, p. 1-6 6 p.

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

  Open Access

  • Sensor 100%
  • Activity Recognition 100%
  • Wearable Sensor 100%
  • Human Activity 100%
  • Deep Learning 100%
  2 Scopus citations

• Deep Learning Transient Detection with VERITAS

  VERITAS collaboration, Mar 18 2022, In: Proceedings of Science. 395, 822.

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

  • Detection 100%
  • Transients 100%
  • Deep Learning 100%
  • Responses 50%
  • Performance 50%

• Developing Cohort Challenges: An Innovative Program for Training Graduate Students to Work in Transdisciplinary Teams

  Marshall, A. M., Heemstra, J., Classen, J. J., Cortus, E., Koziel, J., Meyer, D., Padmanabhan, A., Reed, S. P. & Walters, R., Aug 23 2022, In: ASEE Annual Conference and Exposition, Conference Proceedings.

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

  • Training 100%
  • Work 100%
  • Program 100%
  • Students 100%
  • Graduates 100%

• Developing common qualitative tools for cross ERC education program evaluation

  Zhao, Z., O'Donnell, M., Lyra, M., Jordan, M., Savenye, W. C. & Roehrig, G., Aug 23 2022, In: ASEE Annual Conference and Exposition, Conference Proceedings.

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

  • Programs 100%
  • Education 100%
  • Evaluation 100%
  • Engineering Research 100%
  • Design 12%

• Developing design ethnography interviewing competencies for novices

  Grover, M., Wright, N., Hoody, J. M. & Lauff, C., Aug 23 2022, In: ASEE Annual Conference and Exposition, Conference Proceedings.

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

• Distributed Adversarial Training to Robustify Deep Neural Networks at Scale

  Zhang, G., Lu, S., Zhang, Y., Chen, X., Chen, P. Y., Fan, Q., Martie, L., Horesh, L., Hong, M. & Liu, S., 2022, In: Proceedings of Machine Learning Research. 180, p. 2353-2363 11 p.

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

  • Deep Neural Network 100%
  • Adversarial Machine Learning 100%
  • Multiple Machine 22%
  • Models 11%
  • Standards 11%

• Efficient and passive learning of networked dynamical systems driven by non-white exogenous inputs

  Doddi, H., Deka, D., Talukdar, S. & Salapaka, M., 2022, In: Proceedings of Machine Learning Research. 151, p. 9982-9997 16 p.

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

  • Dynamical System 100%
  • Learning 100%
  • Estimation Theory 100%
  • Linear Dynamical Systems 100%
  • Complexity 66%

• Electromagnetic Non-Contacting Position Estimation of a Centimetre-Scale Robot

  Pushpalayam, N., Alexander, L. G. & Rajamani, R., 2022, In: IFAC-PapersOnLine. 55, 37, p. 394-399 6 p.

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

  Open Access

  • Robot 100%
  • Centimeter 100%
  • Electromagnetics 100%
  • Magnetic Fields 33%
  • Radial Distance 33%

• Examining Student Cognitive Engagement in Integrated STEM (Fundamental)

  Hiwatig, B. M., Roehrig, G., Ellis, J. A. & Rouleau, M., Aug 23 2022, In: ASEE Annual Conference and Exposition, Conference Proceedings.

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

  • Students 100%
  • Science, Technology, Engineering and Mathematics 100%
  • Cognitive Engagement 100%
  • Teaching 50%
  • Multinomial Logistic Regression 30%
  1 Scopus citations

• Exploring the high-energy gamma-ray spectra of TeV blazars

  VERITAS collaboration, Mar 18 2022, In: Proceedings of Science. 395, 802.

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

  • Spectra 100%
  • Gamma Radiation 100%
  • Blazars 100%
  • Variability 50%
  • Light 12%

• Feature Selection using e-values

  Majumdar, S. & Chatterjee, S., 2022, In: Proceedings of Machine Learning Research. 162, p. 14753-14773 21 p.

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

  • Consistency 100%
  • Scalar Quantity 11%

• Framework for Analyzing the Complex Interactions Between Spacecraft Motion and Slosh Dynamics in Low-G Environments

  Elke, W. J., Pei, J., Roithmayr, C. M. & Caverly, R. J., 2022, In: Proceedings of the International Astronautical Congress, IAC. 2022-September

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

  • Environment 100%
  • Fuel 100%
  • Spacecraft 100%
  • Spacecraft Motion 100%
  • Modeling 40%

• From fat droplets to floating forests: cross-domain transfer learning using a PatchGAN-based segmentation model

  Mantha, K. B., Sankar, R., Zheng, Y., Fortson, L., Pengo, T., Mashek, D., Sanders, M., Christensen, T., Salisbury, J., Trouille, L., Byrnes, J. E. K., Rosenthal, I., Houskeeper, H. & Cavanaugh, K., 2022, In: CEUR Workshop Proceedings. 3318

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

  • Domains 100%
  • Transfer Learning 100%
  • Segmentation Model 100%
  • Models 37%
  • Learning Approach 25%

• Gamma-ray and Optical Observations of Repeating Fast Radio Bursts with VERITAS

  The VERITAS Collaboration, Mar 18 2022, In: Proceedings of Science. 395, 857.

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

  • Gamma Radiation 100%
  • Optical Observation 100%
  • Transients 40%
  • Radio Telescope 40%
  • Bursts 40%

• Identifying muon rings in VERITAS data using convolutional neural networks trained on images classified with Muon Hunters 2

  The VERITAS Collaboration, Mar 18 2022, In: Proceedings of Science. 395, 766.

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

  • Images 100%
  • Muon 100%
  • Identifying 100%
  • Algorithms 21%
  • Performance 14%

• Innovating Through a Pandemic: Zooming in on the Sustainable Lessons Learned in Engineering Education

  Orser, D. J., Francis, L., Sartori, J., Dukart, K., Hultman, B., Linderman, L. & Penn, R. L., Aug 23 2022, In: ASEE Annual Conference and Exposition, Conference Proceedings.

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

  • Project 100%
  • Engineering Education 100%
  • Design 83%
  • Students 83%
  • Universities 33%

• Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees

  Zeng, S., Chen, T., Garcia, A. & Hong, M., 2022, In: Proceedings of Machine Learning Research. 168, p. 278-290 13 p.

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

  • Algorithms 100%
  • Multi Agent Systems 100%
  • Reinforcement Learning 33%
  • multi agent 33%
  • Design 16%
  6 Scopus citations

• Light Management in Photovoltaic Modules for Increased Energy Yield and Reduced Operating Temperature

  Ferry, V. E., 2022, In: Optics InfoBase Conference Papers. PvW5F.5.

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

  • Operating Temperature 100%
  • Energy Yield 100%
  • Photovoltaic Modules 100%
  • Light 100%
  • Temperature 100%

• Manifestation of Integration into Practice: A Single Case Study of an Elementary Science Teacher in Action (Research to Practice)

  Faruqi, F., Keratithamkul, K., Roehrig, G., Hiwatig, B. M. R., Forde, E. & Ozturk, N., Aug 23 2022, In: ASEE Annual Conference and Exposition, Conference Proceedings.

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

• Matched Runs Method to Study Extended Regions of Gamma-ray Emission

  The VERITAS Collaboration, Mar 18 2022, In: Proceedings of Science. 395, 729.

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

  • Arrays 100%
  • Region 100%
  • Emission 100%
  • Radiation 100%
  • Gamma Radiation 100%

• MiCS: Near-linear Scaling for Training Gigantic Model on Public

  Zhang, Z., Zheng, S., Wang, Y., Chiu, J., Karypis, G., Chilimbi, T., Li, M. & Jin, X., 2022, In: Proceedings of the VLDB Endowment. 16, 1, p. 37-50 14 p.

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

  • Models 100%
  • Communication 50%
  • Communication Overhead 50%
  • Network Bandwidth 50%
  • Evaluation 25%
  1 Scopus citations

• Minority-serving Institution Partnerships Strengthen Underrepresented Minority Recruitment for a Research Experience for Undergraduates Program (Experience)

  Perez, J., Muskin, J., Griffith, H. & Alleyne, A. G., Aug 23 2022, In: ASEE Annual Conference and Exposition, Conference Proceedings.

  Research output: Contribution to journal › Conference article › peer-review
  1 Scopus citations

• Modeling Climate Control Loads and the Impact on Vehicle Range for Last-Mile Electric Delivery Trucks in Cold Climates

  Eagon, M. J., Trujillo, J. & Northrop, W., Mar 29 2022, In: SAE Technical Papers. 2022

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

  • Battery Temperature 100%
  • Nominal Capacity 100%
  • Power Estimate 100%

• Multi-Messenger observations of the γ-ray blazar 4FGL J0658.6+0636 consistent with an IceCube high-energy neutrino

  the Fermi-LAT, H.E.S.S., MAGIC, VERITAS, ZTF & TELAMON Collaboration, Mar 18 2022, In: Proceedings of Science. 395, 955.

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

  • Neutrino 100%
  • Detection 57%
  • Region 28%
  • Events 28%
  • Area 14%

• Polarization-Induced Exciton-Polaron Quenching in OLEDs and Its Control via Processing Conditions and Mixing

  Holmes, R. J., 2022, In: Digest of Technical Papers - SID International Symposium. 53, S1, p. 54 1 p.

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

• Recent advances in 3D cryoprinting

  Warburton, L. & Rubinsky, B., Dec 1 2022, In: Cryobiology. 109, p. 33-34

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

• Recent Results from VERITAS AGN Observations

  The VERITAS Collaboration, Mar 18 2022, In: Proceedings of Science. 395, 794.

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

  • Observation 100%
  • Active Galactic Nuclei 100%
  • Investigation 25%
  • Observatory 25%
  • Broadband 25%
  1 Scopus citations

• Revisiting and Advancing Fast Adversarial Training Through the Lens of Bi-Level Optimization

  Zhang, Y., Zhang, G., Khanduri, P., Hong, M., Chang, S. & Liu, S., 2022, In: Proceedings of Machine Learning Research. 162, p. 26693-26712 20 p.

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

  • Adversarial Example 100%
  3 Scopus citations

• Robust Group Synchronization via Quadratic Programming

  Shi, Y., Wyeth, C. & Lerman, G., 2022, In: Proceedings of Machine Learning Research. 162, p. 20095-20105 11 p.

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

  • Synchronization 100%
  • Quadratic Programming 100%
  • Objective Function 100%
  • Detection 50%
  • Accuracy 50%

• Searching for very-high-energy electromagnetic counterparts to gravitational-wave events with the Cherenkov Telescope Array

  CTA Consortium & Fortson, L. F., Mar 18 2022, In: Proceedings of Science. 395, 998.

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

  • Arrays 100%
  • Gravitational Wave 100%
  • Events 100%
  • Electromagnetics 100%
  • Gamma Ray Burst 80%