William F. Northrop

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 23

Top Topics

Energy Management

Linguistically Motivated

Reinforcement Learning

Top Venues

Publications

Bharat Jayaprakash, Matthew Eagon, Lu Zhan, William F. Northrop
De-Snowing Algorithm for Long-Wavelength LiDAR. IV (2024)
Yan Li, Mingzhou Yang, Matthew Eagon, Majid Farhadloo, Yiqun Xie, William F. Northrop, Shashi Shekhar
Eco-PiNN: A Physics-informed Neural Network for Eco-toll Estimation. CoRR (2023)
Yan Li, Mingzhou Yang, Matthew Eagon, Majid Farhadloo, Yiqun Xie, William F. Northrop, Shashi Shekhar
Eco-PiNN: A Physics-informed Neural Network for Eco-toll Estimation. SDM (2023)
Hyeonjung (Tari) Jung, Jayant Gupta, Bharat Jayaprakash, Matthew Eagon, Harish Panneer Selvam, Carl Molnar, William F. Northrop, Shashi Shekhar
A Survey on Solving and Discovering Differential Equations Using Deep Neural Networks. CoRR (2023)
Mingzhou Yang, Bharat Jayaprakash, Matthew Eagon, Hyeonjung (Tari) Jung, William F. Northrop, Shashi Shekhar
Data Mining Challenges and Opportunities to Achieve Net Zero Carbon Emissions: Focus on Electrified Vehicles. SDM (2023)
Matthew J. Eagon, Setayesh Fakhimi, George Lyu, Audrey Yang, Brian Lin, William F. Northrop
Model-Based Framework to Optimize Charger Station Deployment for Battery Electric Vehicles. IV (2022)
Hyeonjung (Tari) Jung, Mingzhou Yang, Matthew Eagon, William F. Northrop
Revolutionizing electric vehicle management: spatial computing challenges and opportunities. IWCTS@SIGSPATIAL (2022)
Matthew Eagon, Setayesh Fakhimi, Adam Pernsteiner, William F. Northrop
Mass Detection for Heavy-Duty Vehicles using Gaussian Belief Propagation. IV (2022)
Harish Panneer Selvam, Yan Li, Pengyue Wang, William F. Northrop, Shashi Shekhar
Vehicle Emissions Prediction with Physics-Aware AI Models: Preliminary Results. CoRR (2021)
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
A Physics Model-Guided Online Bayesian Framework for Energy Management of Extended Range Electric Delivery Vehicles. CoRR (2020)
Yan Li, Pratik Kotwal, Pengyue Wang, Yiqun Xie, Shashi Shekhar, William F. Northrop
Physics-guided Energy-efficient Path Selection Using On-board Diagnostics Data. Trans. Data Sci. 1 (3) (2020)
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
Uncertainty-aware Energy Management of Extended Range Electric Delivery Vehicles with Bayesian Ensemble. IV (2020)
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
Adversarial Attacks on Reinforcement Learning based Energy Management Systems of Extended Range Electric Delivery Vehicles. CoRR (2020)
Yan Li, Yiqun Xie, Pengyue Wang, Shashi Shekhar, William F. Northrop
Significant lagrangian linear hotspot discovery. IWCTS@SIGSPATIAL (2020)
Matthew J. Eagon, William F. Northrop
Formal methods approach to the charging facility location problem for battery electric vehicles. IV (2020)
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
Risk-aware Energy Management of Extended Range Electric Delivery Vehicles with Implicit Quantile Network. CASE (2020)
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
Actor-Critic based Deep Reinforcement Learning Framework for Energy Management of Extended Range Electric Delivery Vehicles. AIM (2019)
Yan Li, Pratik Kotwal, Pengyue Wang, Shashi Shekhar, William F. Northrop
Trajectory-aware Lowest-cost Path Selection: A Summary of Results. SSTD (2019)
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
A Deep Reinforcement Learning Framework for Energy Management of Extended Range Electric Delivery Vehicles. IV (2019)
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
Uncertainty Estimation with Distributional Reinforcement Learning for Applications in Intelligent Transportation Systems: A Case Study. ITSC (2019)
Yan Li, Shashi Shekhar, Pengyue Wang, William F. Northrop
Physics-guided energy-efficient path selection: a summary of results. SIGSPATIAL/GIS (2018)
Reem Y. Ali, Venkata M. V. Gunturi, Andrew J. Kotz, Emre Eftelioglu, Shashi Shekhar, William F. Northrop
Discovering non-compliant window co-occurrence patterns. GeoInformatica 21 (4) (2017)
Xuesong Li, William F. Northrop
A Markov Chain-based quantitative study of angular distribution of photons through turbid slabs via isotropic light scattering. Comput. Phys. Commun. 201 (2016)
Reem Y. Ali, Venkata M. V. Gunturi, Shashi Shekhar, Ahmed Eldawy, Mohamed F. Mokbel, Andrew J. Kotz, William F. Northrop
Future connected vehicles: challenges and opportunities for spatio-temporal computing. SIGSPATIAL/GIS (2015)
Reem Y. Ali, Venkata M. V. Gunturi, Andrew J. Kotz, Shashi Shekhar, William F. Northrop
Discovering Non-compliant Window Co-Occurrence Patterns: A Summary of Results. SSTD (2015)