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2020 – today
- 2024
[c17]Bharat Jayaprakash, Matthew Eagon, Lu Zhan, William F. Northrop:
De-Snowing Algorithm for Long-Wavelength LiDAR. IV 2024: 2026-2032- 2023
- [c16]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: 838-846 - [c15]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: 953-956 - [i5]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 abs/2301.05739 (2023) - [i4]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 abs/2304.13807 (2023) - 2022
- [c14]Hyeonjung (Tari) Jung, Mingzhou Yang, Matthew Eagon, William F. Northrop:
Revolutionizing electric vehicle management: spatial computing challenges and opportunities. IWCTS@SIGSPATIAL 2022: 11:1-11:4 - [c13]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: 1639-1648 - [c12]Matthew Eagon, Setayesh Fakhimi, Adam Pernsteiner, William F. Northrop:
Mass Detection for Heavy-Duty Vehicles using Gaussian Belief Propagation. IV 2022: 1655-1661 - 2021
- [i3]Harish Panneer Selvam, Yan Li, Pengyue Wang, William F. Northrop, Shashi Shekhar:
Vehicle Emissions Prediction with Physics-Aware AI Models: Preliminary Results. CoRR abs/2105.00375 (2021) - 2020
- [j3]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): 22:1-22:28 (2020) - [c11]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: 772-778 - [c10]Yan Li, Yiqun Xie, Pengyue Wang, Shashi Shekhar, William F. Northrop:
Significant lagrangian linear hotspot discovery. IWCTS@SIGSPATIAL 2020: 5:1-5:10 - [c9]Matthew J. Eagon, William F. Northrop:
Formal methods approach to the charging facility location problem for battery electric vehicles. IV 2020: 1370-1377 - [c8]Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop:
Uncertainty-aware Energy Management of Extended Range Electric Delivery Vehicles with Bayesian Ensemble. IV 2020: 1556-1562 - [i2]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 abs/2006.00795 (2020) - [i1]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 abs/2006.00817 (2020)
2010 – 2019
- 2019
- [c7]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: 1379-1384 - [c6]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: 3822-3827 - [c5]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: 1837-1842 - [c4]Yan Li, Pratik Kotwal, Pengyue Wang, Shashi Shekhar, William F. Northrop:
Trajectory-aware Lowest-cost Path Selection: A Summary of Results. SSTD 2019: 61-69 - 2018
- [c3]Yan Li, Shashi Shekhar, Pengyue Wang, William F. Northrop:
Physics-guided energy-efficient path selection: a summary of results. SIGSPATIAL/GIS 2018: 99-108 - 2017
- [j2]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): 829-866 (2017) - 2016
- [j1]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: 77-84 (2016) - 2015
- [c2]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: 14:1-14:4 - [c1]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: 391-410
Coauthor Index
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