William F. Northrop

28 papers A 2B 2C 6Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Climate smart computing: A perspective.
Pervasive Mob. Comput.
Mingzhou Yang, Bharat Jayaprakash, Subhankar Ghosh, Hyeonjung Tari Jung, Matthew Eagon, William F. Northrop, Shashi Shekhar
2025 J jnl
Physics-based machine learning framework for predicting NOx emissions from compression ignition engines using on-board diagnostics data.
CoRR
Harish Panneer Selvam, Bharat Jayaprakash, Yan Liu, Shashi Shekhar, William F. Northrop
2025 J jnl
Towards Physics-Guided Foundation Models.
CoRR
Majid Farhadloo, Arun Sharma, Mingzhou Yang, Bharat Jayaprakash, William F. Northrop, Shashi Shekhar
2024 C conf
De-Snowing Algorithm for Long-Wavelength LiDAR.
IV
Bharat Jayaprakash, Matthew Eagon, Lu Zhan, William F. Northrop
2023 J jnl
A Survey on Solving and Discovering Differential Equations Using Deep Neural Networks.
CoRR
Hyeonjung (Tari) Jung, Jayant Gupta, Bharat Jayaprakash, Matthew Eagon, Harish Panneer Selvam, Carl Molnar, William F. Northrop, Shashi Shekhar
2023 A conf
Data Mining Challenges and Opportunities to Achieve Net Zero Carbon Emissions: Focus on Electrified Vehicles.
SDM
Mingzhou Yang, Bharat Jayaprakash, Matthew Eagon, Hyeonjung (Tari) Jung, William F. Northrop, Shashi Shekhar
2023 A conf
Eco-PiNN: A Physics-informed Neural Network for Eco-toll Estimation.
SDM
Yan Li, Mingzhou Yang, Matthew Eagon, Majid Farhadloo, Yiqun Xie, William F. Northrop, Shashi Shekhar
2023 J jnl
Eco-PiNN: A Physics-informed Neural Network for Eco-toll Estimation.
CoRR
Yan Li, Mingzhou Yang, Matthew Eagon, Majid Farhadloo, Yiqun Xie, William F. Northrop, Shashi Shekhar
2022 C conf
Mass Detection for Heavy-Duty Vehicles using Gaussian Belief Propagation.
IV
Matthew Eagon, Setayesh Fakhimi, Adam Pernsteiner, William F. Northrop
2022 C conf
Model-Based Framework to Optimize Charger Station Deployment for Battery Electric Vehicles.
IV
Matthew J. Eagon, Setayesh Fakhimi, George Lyu, Audrey Yang, Brian Lin, William F. Northrop
2022 — conf
Revolutionizing electric vehicle management: spatial computing challenges and opportunities.
IWCTS@SIGSPATIAL
Hyeonjung (Tari) Jung, Mingzhou Yang, Matthew Eagon, William F. Northrop
2021 J jnl
Vehicle Emissions Prediction with Physics-Aware AI Models: Preliminary Results.
CoRR
Harish Panneer Selvam, Yan Li, Pengyue Wang, William F. Northrop, Shashi Shekhar
2020 J jnl
A Physics Model-Guided Online Bayesian Framework for Energy Management of Extended Range Electric Delivery Vehicles.
CoRR
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
2020 J jnl
Adversarial Attacks on Reinforcement Learning based Energy Management Systems of Extended Range Electric Delivery Vehicles.
CoRR
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
2020 C conf
Formal methods approach to the charging facility location problem for battery electric vehicles.
IV
Matthew J. Eagon, William F. Northrop
2020 J jnl
Physics-guided Energy-efficient Path Selection Using On-board Diagnostics Data.
Trans. Data Sci.
Yan Li, Pratik Kotwal, Pengyue Wang, Yiqun Xie, Shashi Shekhar, William F. Northrop
2020 — conf
Risk-aware Energy Management of Extended Range Electric Delivery Vehicles with Implicit Quantile Network.
CASE
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
2020 — conf
Significant lagrangian linear hotspot discovery.
IWCTS@SIGSPATIAL
Yan Li, Yiqun Xie, Pengyue Wang, Shashi Shekhar, William F. Northrop
2020 C conf
Uncertainty-aware Energy Management of Extended Range Electric Delivery Vehicles with Bayesian Ensemble.
IV
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
2019 C conf
A Deep Reinforcement Learning Framework for Energy Management of Extended Range Electric Delivery Vehicles.
IV
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
2019 — conf
Actor-Critic based Deep Reinforcement Learning Framework for Energy Management of Extended Range Electric Delivery Vehicles.
AIM
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
2019 B conf
Trajectory-aware Lowest-cost Path Selection: A Summary of Results.
SSTD
Yan Li, Pratik Kotwal, Pengyue Wang, Shashi Shekhar, William F. Northrop
2019 — conf
Uncertainty Estimation with Distributional Reinforcement Learning for Applications in Intelligent Transportation Systems: A Case Study.
ITSC
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
2018 — conf
Physics-guided energy-efficient path selection: a summary of results.
SIGSPATIAL/GIS
Yan Li, Shashi Shekhar, Pengyue Wang, William F. Northrop
2017 J jnl
Discovering non-compliant window co-occurrence patterns.
GeoInformatica
Reem Y. Ali, Venkata M. V. Gunturi, Andrew J. Kotz, Emre Eftelioglu, Shashi Shekhar, William F. Northrop
2016 J jnl
A Markov Chain-based quantitative study of angular distribution of photons through turbid slabs via isotropic light scattering.
Comput. Phys. Commun.
Xuesong Li, William F. Northrop
2015 B conf
Discovering Non-compliant Window Co-Occurrence Patterns: A Summary of Results.
SSTD
Reem Y. Ali, Venkata M. V. Gunturi, Andrew J. Kotz, Shashi Shekhar, William F. Northrop
2015 — conf
Future connected vehicles: challenges and opportunities for spatio-temporal computing.
SIGSPATIAL/GIS
Reem Y. Ali, Venkata M. V. Gunturi, Shashi Shekhar, Ahmed Eldawy, Mohamed F. Mokbel, Andrew J. Kotz, William F. Northrop