| Symplectic ODE-Net: Learning Hamiltonian Dynamics with Control YD Zhong, B Dey, A Chakraborty International Conference on Learning Representations (ICLR), 2020 | 276 | 2020 |
| Neonicotinoid exposure disrupts bumblebee nest behavior, social networks, and thermoregulation JD Crall, CM Switzer, RL Oppenheimer, AN Ford Versypt, B Dey, A Brown, ... Science 362 (6415), 683-686, 2018 | 220 | 2018 |
| Multitasking Capability Versus Learning Efficiency in Neural Network Architectures S Musslick, AM Saxe, K Ozcimder, B Dey, G Henselman, JD Cohen 39th Annual Meeting of the Cognitive Science Society, 829-834, 2017 | 90 | 2017 |
| Dissipative SymODEN: Encoding Hamiltonian Dynamics with Dissipation and Control into Deep Learning YD Zhong, B Dey, A Chakraborty International Conference on Learning Representations (ICLR), DeepDiffeq Workshop, 2020 | 74 | 2020 |
| Controlled vs. Automatic Processing: A Graph-Theoretic Approach to the Analysis of Serial vs. Parallel Processing in Neural Network Architectures S Musslick, B Dey, K Ozcimder, M Patwary, TL Willke, JD Cohen 38th Annual Meeting of the Cognitive Science Society, 1547-1552, 2016 | 68 | 2016 |
| Benchmarking energy-conserving neural networks for learning dynamics from data YD Zhong, B Dey, A Chakraborty Learning for dynamics and control, 1218-1229, 2021 | 53 | 2021 |
| Mixed mode oscillations and phase locking in coupled FitzHugh-Nagumo model neurons EN Davison, Z Aminzare, B Dey, N Ehrich Leonard Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (3), 2019 | 38 | 2019 |
| Extending lagrangian and hamiltonian neural networks with differentiable contact models YD Zhong, B Dey, A Chakraborty Advances in Neural Information Processing Systems 34, 21910-21922, 2021 | 36* | 2021 |
| A Conditional Generative Model for Predicting Material Microstructures from Processing Methods A Iyer, B Dey, A Dasgupta, W Chen, A Chakraborty Conference on Neural Information Processing Systems (NeurIPS), Machine …, 2019 | 33 | 2019 |
| Social buffering of pesticides in bumblebees: agent-based modeling of the effects of colony size and neonicotinoid exposure on behavior within nests JD Crall, BL De Bivort, B Dey, AN Ford Versypt Frontiers in Ecology and Evolution 7, 51, 2019 | 33 | 2019 |
| Physics-informed neural networks for modeling rate-and temperature-dependent plasticity R Arora, P Kakkar, B Dey, A Chakraborty arXiv preprint arXiv:2201.08363, 2022 | 32 | 2022 |
| Cluster synchronization of diffusively-coupled nonlinear systems: A contraction based approach Z Aminzare, B Dey, EN Davison, NE Leonard Journal of Nonlinear Science, 1-23, 2018 | 30 | 2018 |
| Topological limits to the parallel processing capability of network architectures G Petri, S Musslick, B Dey, K Özcimder, D Turner, NK Ahmed, TL Willke, ... Nature Physics 17 (5), 646-651, 2021 | 28* | 2021 |
| Bistability and resurgent epidemics in reinfection models R Pagliara, B Dey, NE Leonard IEEE Control Systems Letters 2 (2), 290-295, 2018 | 25 | 2018 |
| Trajectory smoothing as a linear optimal control problem B Dey, PS Krishnaprasad Annual Allerton Conference on Communication, Control, and Computing …, 2012 | 22 | 2012 |
| Stabilizing a Flexible Beam on a Cart: A Distributed Port-Hamiltonian Approach R Banavar, B Dey Journal of Nonlinear Science 20 (2), 131-151, 2010 | 22 | 2010 |
| Stabilizing a flexible beam on a cart: A distributed port Hamiltonian approach RN Banavar, B Dey European Control Conference (ECC), 300 - 305, 2009 | 22 | 2009 |
| Physics-informed machine learning for modeling and control of dynamical systems TX Nghiem, J Drgoňa, C Jones, Z Nagy, R Schwan, B Dey, A Chakrabarty, ... 2023 American Control Conference (ACC), 3735-3750, 2023 | 21 | 2023 |
| Investigating group behavior in dance: an evolutionary dynamics approach K Ozcimder, B Dey, RJ Lazier, D Trueman, NE Leonard American Control Conference (ACC), 2016, 6465-6470, 2016 | 20 | 2016 |
| EMVLight: A multi-agent reinforcement learning framework for an emergency vehicle decentralized routing and traffic signal control system H Su, YD Zhong, JYJ Chow, B Dey, L Jin Transportation Research Part C: Emerging Technologies 146, 103955, 2023 | 18 | 2023 |
Amit ChakrabortyHead, Predictive Analytics, Siemens Corporation, Corporate Technology在 siemens.com 的电子邮件经过验证
