Nicholas Zabaras is affiliated with the University of Notre Dame in the United States and focuses on research in the field of Computer Science. Their work spans multiple subfields, including Statistical and Nonlinear Physics, Artificial Intelligence, Computational Theory and Mathematics, Environmental Engineering, and Materials Chemistry.
Their research addresses several main topics, such as Model Reduction and Neural Networks, Advanced Multi-Objective Optimization Algorithms, Groundwater Flow and Contamination Studies, Gaussian Processes and Bayesian Inference, Machine Learning in Materials Science, Protein Structure and Dynamics, and Water Systems and Optimization.
Zabaras has contributed publications to various academic venues. Frequent publication venues include:
Recent papers by Nicholas Zabaras cover topics in hydraulic conductivities, physical system modeling, inverse problem-solving, and deep learning approaches applied to environmental and computational physics problems. Notable recent publications include:
Zabaras frequently collaborates with several researchers across their publications. Common co-authors include:
Yinhao Zhu;Nicholas Zabaras;Phaedon-Stelios Koutsourelakis;Paris Perdikaris
Yinhao Zhu;Nicholas Zabaras
Xiang Ma;Nicholas Zabaras
Baskar Ganapathysubramanian;Nicholas Zabaras
Jingbo Wang;Nicholas Zabaras
Shaoxing Mo;Shaoxing Mo;Yinhao Zhu;Nicholas Zabaras;Xiaoqing Shi
D. S. Schnur;Nicholas Zabaras
Nicholas Geneva;Nicholas Zabaras
Xiang Ma;Nicholas Zabaras
Jingbo Wang;Nicholas Zabaras
Veeraraghavan Sundararaghavan;Nicholas Zabaras
Ilias Bilionis;Nicholas Zabaras;Bledar A. Konomi;Guang Lin
Ilias Bilionis;Nicholas Zabaras
Xiang Ma;Nicholas Zabaras
Jingbo Wang;Nicholas Zabaras
Lijian Tan;Nicholas Zabaras
Nicholas Geneva;Nicholas Zabaras
Antoinette Maniatty;Nicholas Zabaras;Kim Stelson
D. S. Schnur;Nicholas Zabaras
S. Badrinarayanan;Nicholas Zabaras
Shaoxing Mo;Shaoxing Mo;Nicholas Zabaras;Xiaoqing Shi;Jichun Wu
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