Zheng-Meng Zhai

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All published works

Action	Title	Year	Authors
+	Machine learning prediction of tipping in complex dynamical systems	2024	Shirin Panahi Ling-Wei Kong Mohammadamin Moradi Zheng-Meng Zhai Bryan Glaz Mulugeta Haile Ying‐Cheng Lai
+ PDF Chat	Reconstructing dynamics from sparse observations with no training on target system	2024	Zheng-Meng Zhai Jianzhe Huang Bernhard J. Stern Ying-Cheng Lai
+ PDF Chat	Learning to learn ecosystems from limited data -- a meta-learning approach	2024	Zheng-Meng Zhai Bryan Glaz Mulugeta Haile Ying‐Cheng Lai
+ PDF Chat	Random forests for detecting weak signals and extracting physical information: A case study of magnetic navigation	2024	Mohammadamin Moradi Zheng-Meng Zhai Aaron Nielsen Ying‐Cheng Lai
+ PDF Chat	Machine-learning parameter tracking with partial state observation	2024	Zheng-Meng Zhai Mohammadamin Moradi Bryan Glaz Mulugeta Haile Ying‐Cheng Lai
+ PDF Chat	Random forests for detecting weak signals and extracting physical information: a case study of magnetic navigation	2024	Mohammadamin Moradi Zheng-Meng Zhai Aaron Nielsen Ying‐Cheng Lai
+ PDF Chat	Machine-learning prediction of tipping and collapse of the Atlantic Meridional Overturning Circulation	2024	Shirin Panahi Ling-Wei Kong Mohammadamin Moradi Zheng-Meng Zhai Bryan Glaz Mulugeta Haile Ying‐Cheng Lai
+ PDF Chat	Model-free tracking control of complex dynamical trajectories with machine learning	2023	Zheng-Meng Zhai Mohammadamin Moradi Ling-Wei Kong Bryan Glaz Mulugeta Haile Ying‐Cheng Lai
+ PDF Chat	Model-free tracking control of complex dynamical trajectories with machine learning	2023	Ying‐Cheng Lai Ling-Wei Kong Zheng-Meng Zhai Mohammadamin Moradi Bryan Glaz Mulugeta Haile
+	Machine-learning parameter tracking with partial state observation	2023	Zheng-Meng Zhai Mohammadamin Moradi Bryan Glaz Mulugeta Haile Ying‐Cheng Lai
+	Emergence of a stochastic resonance in machine learning	2022	Zheng-Meng Zhai Lingwei Kong Ying‐Cheng Lai
+	Optimal inference of the start of COVID-19	2021	Zheng-Meng Zhai Yong-Shang Long Ming Tang Zonghua Liu Ying‐Cheng Lai
+	A rigorous and efficient approach to finding and quantifying symmetries in complex networks	2021	Yong-Shang Long Zheng-Meng Zhai Ming Tang Ying Liu Ying‐Cheng Lai
+	When did COVID-19 start? - Optimal inference of time ZERO	2020	Zheng-Meng Zhai Yong-Shang Long Ming Tang Zonghua Liu Ying‐Cheng Lai
+	State-by-State prediction of likely COVID-19 scenarios in the United States and assessment of the role of testing and control measures	2020	Zheng-Meng Zhai Yong-Shang Long Jie Kang Yilin Li Lang Zeng Lilei Han Zhaohua Lin Ying-Qi Zeng Dayu Wu Ming Tang
+	Quantitative assessment of the role of undocumented infection in the 2019 novel coronavirus (COVID-19) pandemic	2020	Yong-Shang Long Zheng-Meng Zhai Lilei Han Jie Kang Yilin Li Zhaohua Lin Lang Zeng Dayu Wu Changqing Hao Ming Tang

Common Coauthors

Coauthor	Papers Together
Ying‐Cheng Lai	15
Mohammadamin Moradi	8
Bryan Glaz	7
Mulugeta Haile	6
Yong-Shang Long	5
Ming Tang	5
Ling-Wei Kong	4
Zonghua Liu	4
Dayu Wu	2
Aaron Nielsen	2
Lilei Han	2
Jie Kang	2
Yilin Li	2
Zhaohua Lin	2
Lang Zeng	2
Shirin Panahi	1
Jianzhe Huang	1
Ying-Qi Zeng	1
Lingwei Kong	1
Ying-Cheng Lai	1
Shirin Panahi	1
Bernhard J. Stern	1
Ying Liu	1
Changqing Hao	1
Di Xu	1
Mulugeta Haile	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Machine learning prediction of critical transition and system collapse	2021	Ling-Wei Kong Huawei Fan Celso Grebogi Ying‐Cheng Lai	4
+	Early Transmission Dynamics in Wuhan, China, of Novel Coronavirus–Infected Pneumonia	2020	Qun Li Xuhua Guan Peng Wu Xiaoye Wang Lei Zhou Yeqing Tong Ruiqi Ren Kathy Leung Eric H. Y. Lau Jessica Y. Wong	3
+ PDF Chat	Nowcasting and forecasting the potential domestic and international spread of the 2019-nCoV outbreak originating in Wuhan, China: a modelling study	2020	Joseph T. Wu Kathy Leung GM Leung	3
+ PDF Chat	Insights from Early Mathematical Models of 2019-nCoV Acute Respiratory Disease (COVID-19) Dynamics	2020	Jomar F. Rabajante	3
+	Preliminary prediction of the basic reproduction number of the Wuhan novel coronavirus 2019‐nCoV	2020	Tao Zhou Quan-Hui Liu Zimo Yang Jingyi Liao Kexin Yang Wei Bai Xin Lü Wei Zhang	3
+ PDF Chat	Model-free prediction of spatiotemporal dynamical systems with recurrent neural networks: Role of network spectral radius	2019	Junjie Jiang Ying‐Cheng Lai	3
+ PDF Chat	The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak	2020	Matteo Chinazzi Jessica T. Davis Marco Ajelli Corrado Gioannini Maria Litvinova Stefano Merler Ana Pastore y Piontti Kunpeng Mu Luca Rossi Kaiyuan Sun	3
+	A novel coronavirus outbreak of global health concern	2020	Chen Wang Peter Horby Frederick G. Hayden George F. Gao	3
+	Recent advances in physical reservoir computing: A review	2019	Gouhei Tanaka Toshiyuki Yamane J. B. Héroux Ryosho Nakane Naoki Kanazawa Seiji Takeda Hidetoshi Numata Daiju Nakano Akira Hirose	3
+ PDF Chat	Effective containment explains subexponential growth in recent confirmed COVID-19 cases in China	2020	Benjamin F. Maier Dirk Brockmann	3
+ PDF Chat	Irrelevance of linear controllability to nonlinear dynamical networks	2019	Junjie Jiang Ying‐Cheng Lai	2
+ PDF Chat	The control of chaos: theory and applications	2000	Stefano Boccaletti	2
+ PDF Chat	Machine learning from a continuous viewpoint, I	2020	E Weinan Chao Ma Lei Wu	2
+ PDF Chat	On the need for a nonlinear subscale turbulence term in POD models as exemplified for a high-Reynolds-number flow over an Ahmed body	2014	Jan Östh Bernd R. Noack Siniša Krajnović Diogo Barros Jacques Borée	2
+ PDF Chat	Estimating clinical severity of COVID-19 from the transmission dynamics in Wuhan, China	2020	Joseph T. Wu Kathy Leung Mary Bushman Nishant Kishore René Niehus Pablo M. De Salazar Benjamin J. Cowling Marc Lipsitch GM Leung	2
+	Structure-based control of complex networks with nonlinear dynamics	2017	Jorge Gómez Tejeda Zañudo Gang Yang Réka Albert	2
+ PDF Chat	Anticipating synchronization with machine learning	2021	Huawei Fan Ling-Wei Kong Ying‐Cheng Lai Xingang Wang	2
+ PDF Chat	Generalizable control for quantum parameter estimation through reinforcement learning	2019	Han Xu Junning Li Liqiang Liu Yu Wang Haidong Yuan Xin Wang	2
+	Iterative Regularization Methods for Nonlinear Ill-Posed Problems	2008	Barbara Kaltenbacher Andreas B. Neubauer Otmar Scherzer	2
+	Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV-2)	2020	Ruiyun Li Sen Pei Бин Чэн Yimeng Song Zhang Tao Wan Yang Jeffrey Shaman	2
+ PDF Chat	Model-free control of dynamical systems with deep reservoir computing	2021	Daniel J. Canaday Andrew Pomerance Daniel J. Gauthier	2
+ PDF Chat	Next generation reservoir computing	2021	Daniel J. Gauthier Erik M. Bollt Aaron Griffith Wendson A. S. Barbosa	2
+	Fitting dynamic models to epidemic outbreaks with quantified uncertainty: A primer for parameter uncertainty, identifiability, and forecasts	2017	Gerardo Chowell	2
+ PDF Chat	Initial Simulation of SARS-CoV2 Spread and Intervention Effects in the Continental US	2020	Sen Pei Jeffrey Shaman	2
+ PDF Chat	Machine learning and control theory	2022	Alain Bensoussan Yiqun Li Dinh Phan Cao Nguyen Minh-Binh Tran Sheung Chi Phillip Yam Xiang Zhou	2
+	COVID-19 attack rate increases with city size	2020	Andrew J. Stier Marc G. Berman Luís M. A. Bettencourt	2
+	Controlling chaotic dynamical systems	1996	F. J. Romeiras Celso Grebogi Edward Ott W.P. Dayawansa	2
+	Estimating clinical severity of COVID-19 from the transmission dynamics in Wuhan, China	2020	Joseph T. Wu Kathy Leung Mary Bushman Nishant Kishore René Niehus Pablo M. De Salazar Benjamin J. Cowling Marc Lipsitch GM Leung	2
+ PDF Chat	An investigation of transmission control measures during the first 50 days of the COVID-19 epidemic in China	2020	Huaiyu Tian Youngjoon Hong Yidan Li Chieh‐Hsi Wu Бин Чэн Moritz U. G. Kraemer Bingying Li Jun Cai Bo Xu Qiqi Yang	2
+	Quantitative assessment of the role of undocumented infection in the 2019 novel coronavirus (COVID-19) pandemic	2020	Yong-Shang Long Zheng-Meng Zhai Lilei Han Jie Kang Yilin Li Zhaohua Lin Lang Zeng Dayu Wu Changqing Hao Ming Tang	2
+	Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data	2017	Jaideep Pathak Zhixin Lu Brian R. Hunt Michelle Girvan Edward Ott	2
+	The effect of human mobility and control measures on the COVID-19 epidemic in China	2020	Moritz U. G. Kraemer Chia-Hung Yang Bernardo Gutiérrez Chieh‐Hsi Wu Brennan Klein David M. Pigott Louis du Plessis Nuno R. Faria Ruoran Li William P. Hanage	2
+	Dynamic Modeling COVID-19 for Comparing Containment Strategies in a Pandemic Scenario	2020	Min Lü	2
+ PDF Chat	Coast-to-Coast Spread of SARS-CoV-2 during the Early Epidemic in the United States	2020	Joseph R. Fauver Mary E. Petrone Emma B. Hodcroft Kayoko Shioda Hanna Y. Ehrlich Alexander Watts Chantal B. F. Vogels Anderson F. Brito Tara Alpert Anthony Muyombwe	2
+ PDF Chat	Locally Optimal Control of Complex Networks	2017	Isaac Klickstein Afroza Shirin Francesco Sorrentino	2
+	Report 9: Impact of non-pharmaceutical interventions (NPIs) to reduce COVID19 mortality and healthcare demand	2020	Neil M. Ferguson Daniel J. Laydon G Nedjati Gilani Natsuko Imai Kylie E. C. Ainslie Marc Baguelin Sangeeta Bhatia Adhiratha Boonyasiri Zulma M. Cucunubá Gina Cuomo-Dannenburg	2
+ PDF Chat	Introductions and early spread of SARS-CoV-2 in the New York City area	2020	Ana S. González-Reiche Matthew M. Hernandez Mitchell J. Sullivan Brianne Ciferri Hala Alshammary Ajay Obla Shelcie Fabre Giulio Kleiner José Polanco Zenab Khan	2
+	On dynamic feedback linearization	1989	B. Charlet Jean Lévine R. Marino	2
+	The effect of large-scale anti-contagion policies on the COVID-19 pandemic	2020	Solomon Hsiang Daniel Allen Sébastien Annan-Phan Kendon Bell Ian Bolliger Trinetta Chong Hannah Druckenmiller Luna Yue Huang Andrew Hultgren Emma Krasovich	2
+	The serial interval of COVID-19 from publicly reported confirmed cases	2020	Zhanwei Du Xiao-Ke Xu Ye Wu Lin Wang Benjamin J. Cowling Lauren Ancel Meyers	2
+	On explaining the surprising success of reservoir computing forecaster of chaos? The universal machine learning dynamical system with contrast to VAR and DMD	2021	Erik M. Bollt	2
+ PDF Chat	A Tour of Reinforcement Learning: The View from Continuous Control	2018	Benjamin Recht	2
+ PDF Chat	Learning Force Fields from Stochastic Trajectories	2020	Anna Frishman Pierre Ronceray	1
+	Basin bifurcations, oscillatory instability and rate-induced thresholds for Atlantic meridional overturning circulation in a global oceanic box model	2019	Hassan Alkhayuon Peter Ashwin Laura Jackson Courtney Quinn Richard Wood	1
+	Management strategies in a SEIR-type model of COVID 19 community spread	2020	Anca Rǎdulescu Cassandra Williams Kieran Cavanagh	1
+ PDF Chat	Using data assimilation to train a hybrid forecast system that combines machine-learning and knowledge-based components	2021	Alexander Wikner Jaideep Pathak Brian R. Hunt Istvan Szunyogh Michelle Girvan Edward Ott	1
+ PDF Chat	A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects	2021	Zewen Li Fan Liu Wenjie Yang Shouheng Peng Jun Zhou	1
+ PDF Chat	Learning the dynamics of coupled oscillators from transients	2022	Huawei Fan Liang Wang Yao Du Yafeng Wang Jinghua Xiao Xingang Wang	1
+	Bootstrap	2011	Tim Hesterberg	1
+ PDF Chat	Optimizing memory in reservoir computers	2022	Thomas L. Carroll	1