Publications

2023

  1. Seed kernel counting using domain randomization and object tracking neural networks
    Venkata Siva Kumar, Prapti Thapaliya, and Mitchell Neilsen
    Proceedings of the 2023 IEEE Symposium Series on Computational Intelligence, pp. 621-624, Mexico City, Mexico, Dec. 5-8, 2023.
  2. Automated phenotyping of seeds using traditional and convolutional neural network (CNN) based methods
    Kai Zhao and Mitchell Neilsen
    Proceedings of AI and the Future Symposium, Kansas State University, Oct. 16-18, 2023.
  3. Dam safety and machine learning
    Anthony Atkinson and Mitchell Neilsen
    Proceedings of AI and the Future Symposium, Kansas State University, Oct. 16-18, 2023.
  4. Green algorithms: the AI evolution in crop management
    Querriel Arvy Mendoza, Mitchell Neilsen, and Lester Pordesimo
    Proceedings of AI and the Future Symposium, Kansas State University, Oct. 16-18, 2023.
  5. Application of machine learning for insect monitoring in grain facilities
    Querriel A. Mendoza, Lester Pordesimo, Mitchell Neilsen, Paul Armstrong, James Campbell, and Princess Tiffany Mendoza
    Artificial Intelligence (AI), Vol. 4, pp. 348-360, 2023.
    https://www.mdpi.com/2673-2688/4/1/17
  6. Multi-threaded space carving for 3-D seed reconstruction
    Mitchell L. Neilsen and Kai Zhao
    Proceedings of the 29th International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'23), Las Vegas, NV, Paper #3021, July 23-27, 2023.
  7. Enhancing grain facility management with AI-based insect detection and identification system
    Querriel A. Mendoza, Lester Pordesimo, Mitchell Neilsen Proceedings of SPIE Defense + Commercial Sensing: Sensing for Agriculture and Food Quality and Safety XV, Vol. 12545, pp. 149-156, 2023.

2022

  1. Automated phenotyping of single seeds using a novel volume sculpting framework
    K. Zhao, V. Margapuri, and M. Neilsen
    Proceedings of the 2022 ASBE Annual International Meeting, Houston, TX, Paper Number 2200403, July 17-20, 2022.
  2. Puzzles for comparing real-time model checkers
    Mitchell L. Neilsen
    Proceedings of the 28th International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'22), Las Vegas, NV, Paper #3168, July 25-28, 2022.
  3. Grain micronutrient composition and yield components in field-grown wheat are negatively impacted by high night-time temperature
    Nathan T. Hein, Somayanda M. Impa, Dan Wagner,Raju Bheemanahalli, Ritesh Kumar, Manish Tiwari, P.V. Vara Prasad, Michael Tilley, Xiaorong Wu,Mitchell L. Neilsen, and S.V. Krishna Jagadish
    Cereal Chemistry, Vol. 99, Issue 3, pp. 615-624, (May/June 2022).
    https://doi.org/10.1002/cche.10523
  4. Intercross: An Android app for plant breeding and genetics cross management
    Trevor W. Rife, Chaney Courtney, Guillaume Bauchet, Mitchell Neilsen, and Jesse A. Poland
    Crop Science, 62, pp. 820-824, (2022).
    https://doi.org/10.1002/csc2.20702
  5. High performance computing queue time prediction using clustering and regression
    S. Hutchison, D. Andresen, M. Neilsen, W. Hsu, and B. Parsons
    Proceedings of the 1st Workshop on Applications of Machine Learning and Artificial Intelligence in High-Performance Computing, Gdansk, Poland, Sept. 11-14, 2022.
  6. Fractional vegetation cover estimation using Hough lines and linear iterative clustering
    V. Margapuri, T. Rife, C. Courtney, K. Zhao, M. Neilsen, B. Schlautman
    Proceedings of the IEEE Fifth International Conference on Image Processing Applications and Systems, Genova, Italy, Dec. 5-7, 2022.
  7. Verification of feature detection through thermal imaging: an extension of PiBase
    A. Atkinson, V. Margapuri, and M. Neilsen
    Proceedings of the 2022 International Conference on Internet of Things and Intelligence Systems (IoTaIS 2022), Bali, Indonesia, Nov. 24-26, 2022.

2021

  1. Dam breach simulation with the material point method
    Chendi Cao and Mitchell Neilsen
    Computation. 2021 January; 9(2):8.
    doi: 10.3390/computation9020008
  2. WinDAM C: Analysis tool for predicting breach erosion processes of embankment dams due to overtopping or internal erosion
    S.L. Hunt, D.M. Temple, M.L. Neilsen, A. Abdelfatah, R.D. Tejral
    ASABE Applied Engineering in Agriculture, April 2021, 37(3):523-534.
    doi: 10.13031/aea.14334
  3. Model checking token-based mutual inclusion and mutual exclusion algorithms
    Kai Zhao, Venkat Margapuri, and Mitchell Neilsen
    Proceeding of the 30th International Conference on Software Engineering and Data Engineering, Vol. 77, pp. 60-69, 2021.
    https://easychair.org/publications/paper/WmWH
  4. Prospector: A mobile application for portable, high-throughput near-infrared spectroscopy phenotyping
    Trevor Rife, Chaney Courtney, Jenna Hershberger, Michael A. Gore, Mitchell Neilsen, and Jesse Poland
    Plant Phenome Journal, 2021;4:e20024.
    https://doi.org/10.1002/ppj2.20024
  5. Classification of seeds using domain randomization on self-supervised learning frameworks
    Venkat Margapuri and Mitchell Neilsen
    Proceedings of the 2021 IEEE Symposium Series on Computational Intelligence (SSCI 2021), Dec. 4-7, 2021.
  6. PiBase: An IoT-based security system using Raspberry Pi and Google Firebase
    Venkat Margapuri, Niketa Penumajji, and Mitchell Neilsen
    Proceedings of the 2021 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS 2021), Nov. 23-24, 2021.
    https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9628513
  7. Seed classification using synthetic image datasets generated from low-altitude UAV imagery
    Venkat Margapuri, Niketa Penumajji, and Mitchell Neilsen
    Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, Dec. 13-16, 2021.
  8. A novel system architecture for automated field-based tent systems for controlled-environment agriculture
    Dan Wagner, Arslan Munir, and Mitchell Neilsen
    Proceedings of the 7th IEEE International Symposium on Smart Electronic Systems (iSES), Dec. 20-22, 2021.
  9. Sensitivity analysis of the auxiliary spillway erosion based on the material and structural properties
    Sanjeeta N. Ghimire, Joseph W. Schulenberg, and Mitchell L. Neilsen
    Proceedings of the ASCE Geo-Extreme 2021 Conference, pp. 111-116, Nov. 10, 2021
    https://ascelibrary.org/doi/pdf/10.1061/9780784483695.012

2020

  1. Image processing for high-throughput phenotyping of seeds
    Venkat Margapuri, Chaney Courtney, and Mitchell Neilsen
    Proceedings of the 33rd International Conference on Computer Applications in Industry and Engineering (CAINE), 2020.
    pdf
  2. Efficient seed volume measurement framework
    Chendi Cao and Mitchell Neilsen
    Proceedings of the 2020 International Conference on Computational Science and Computation Intelligence, Dec. 17, 2020.
    pdf
  3. Improved cyber-physical system captured post-flowering high night temperature impact on yield and quality of field grown wheat
    Nathan T. Hein, Raju Bheemanahalli, Dan Wagner, Amaranatha R.Vennapusa, Carlos Bustamante, Troy Ostmeyer, Meghnath Pokharel, Anuj Chiluwal1, Jianming Fu, Dhanush S. Srikanthan, Mitchell L. Neilsen, and S.V. Krishna Jagadish
    Scientific Reports, Vol. 10, Article number: 22213 (2020).
    doi: https://doi.org/10.1038/s41598-020-79179-0

2019

  1. Sensitivity analysis of internal erosion models for dam safety
    Mitchell L. Neilsen and Chendi Cao
    2019 International Conference on Computational Science and Computational Intelligence
    pdf
  2. Intercross: a breeding application for high-throughput phenotyping
    Chaney Courtney and Mitchell Neilsen
    32nd International Conference on Computer Applications in Industry and Engineering
    Vol. 63: pp. 72-79, Sept. 26, 2019
    https://doi.org/10.29007/2hqr
  3. Augmented reality for high-throughput phenotyping
    Shanshan Wu and Mitchell L. Neilsen
    17th International Conference on Scientific Computing
    July 29-31, 2019
    pdf
  4. Vetting anti-patterns in Java to Kotlin translation
    Chaney Courtney and Mitchell Neilsen
    34th International Conference on Computers and Their Applications
    Mar. 18-20, 2019
    https://doi.org/10.29007/cgwr
  5. Integrating field-based heat tents and cyber-physical system technology to phenotype high night-time temperature impact on winter wheat
    Nathan T Hein, Dan Wagner, Raju Bheemanahalli, David Šebela, Carlos Bustamante, Anuj Chiluwal, Mitchell L Neilsen, SV Krishna Jagadish
    Plant Methods Vol. 15, No. 41 (2019)
    https://doi.org/10.1186/s13007-019-0424-x
    Apr. 24, 2019
  6. Prototype implementation of temperature control system with CAN and FreeRTOS on STM32F407 Discovery boards
    Venkat Margapuri and Mitchell Neilsen
    32nd International Conference on Computer Applications in Industry and Engineering
    Vol. 63: pp. 130-139, Sept. 26, 2019
    https://doi.org/10.29007/w9nq

2018

  1. TABS: A thermal battery desktop design tool
    S. Roberts, C. Jove-Colon, H. Moffat, M. Neilsen, E. Piekos, B. Shroeder, B. Trembacki, and T. Voskuilen
    48th Annual Power Sources Conference, Denver, CO, June 2018
    pdf
  2. Puzzles for learning real-time model checking
    Mitchell Neilsen
    International Conference on Frontiers in Education, July 2018
    pdf
  3. Flexible architecture for analysis of water control structures
    Chendi Cao and Mitchell Neilsen
    31st International Conference on Computer Applications in Industry and Engineering
    New Orleans, LA, Oct. 2018
    pdf
  4. A seed segmentation contour generator and counter
    Chaney Courtney and Mitchell Neilsen
    31st International Conference on Computer Applications in Industry and Engineering, New Orleans, LA, Oct. 2018
    pdf
  5. Two-players games for learning real-time model checking
    Mitchell Neilsen
    5th Annual Conference on Computational Science and Computational Intelligence, Dec. 2018
    pdf
  6. OneKK: A high throughput seed phenotyping Android application
    Trevor Rife, Siddharth Amaravadi, Megan Calvert, Shravan Gangadhara, Sandra Dunckel, Mitchell Neilsen, Jesse Poland
    National Association of Plant Breeders 2018 Annual Meeting
    Guelph, Ontario, Canada, Aug. 7-10, 2018.

Prior

  1. Pubs on ResearchGate