High-Performance Tensor Computations in Scientific Computing and Data Science

Edoardo Angelo Di Napoli, Paolo Bientinesi, Jiajia Li, André Uschmajew

Frontiers Media SA

Science Applied Mathematics and Statistics Mathematics of Computation and Data Science

Keywords: Tensor contractions,­tensor decompositions,­tensor networks,­Quantum chemistry and physics,­Multi-linear algebra,­N-way data.

Topology in Real-World Machine Learning and Data Analysis

Kathryn Hess, Frédéric Chazal, Umberto Lupo

Frontiers Media SA

Science Applied Mathematics and Statistics Mathematics of Computation and Data Science

Keywords: topological data analysis,­Computational topology,­machine learning,­Algebraic Topology,­Nonlinear dimensionality reduction

From Structure to Function in Neuronal Networks: Effects of Adaptation, Time-Delays, and Noise

Serhiy Yanchuk, Viktor Jirsa, Joana Cabral, Oleksandr Popovych, Alessandro Torcini

Frontiers Media SA

Science Neuroscience Computational Neuroscience

Advances in Mathematical and Computational Oncology

Doron Levy, George Bebis, Russell C. Rockne, Ernesto Augusto Bueno Da Fonseca Lima, Katharina Jahn, Panayiotis V. Benos

Frontiers Media SA

Science Applied Mathematics and Statistics

Keywords: tumor modeling,­Cancer genomics,­big data,­cancer biology,­precision medicine

The New Frontier of Network Physiology: From Temporal Dynamics to the Synchronization and Principles of Integration in Networks of Physiological Systems

Plamen Ch. Ivanov, Andras Eke, Olga Sosnovtseva

Frontiers Media SA

Science Neuroscience Autonomic Neuroscience

Keywords: Network physiology,­synchronization,­complex networks,­coupling,­human physiolome

Artificial Intelligence in Insurance and Finance

Glenn Fung, Sou Cheng Choi, Luisa Fernanda Polania Cabrera, Victor Wu, Lawrence Kwan Ho Ma

Frontiers Media SA

Luisa Fernanda Polania Cabrera is an Experienced Professional at Target Corporation (United...

Science Applied Mathematics and Statistics Mathematical Finance

Keywords: big data,­machine learning,­insurtech,­FinTech

Analytical and Numerical Methods for Differential Equations and Applications

Jesus Martin-Vaquero, Feliz Minhós, Juan L. G. Guirao, Bruce Alan Wade

Frontiers Media SA

Science Applied Mathematics and Statistics Statistical and Computational Physics

Keywords: ordinary differential equations,­Partial Differential Equations,­applications,­analytical methods,­Numerical methods

Mathematical Models for Intertemporal Choice

Salvador Cruz Rambaud, Taiki Takahashi

Frontiers Media SA

Science Psychology Quantitative Psychology and Measurement

Keywords: Intertemporal choice,­anomalies,­behavioral finance,­mathematical model,­Decision Making

Mathematical modelling of the pandemic of 2019 novel coronavirus (COVID-19): Patterns, Dynamics, Prediction, and Control

Hui-Jia Li, Lin Wang, Zhen Wang, Zhanwei Du, Bingyi Yang, Chengyi Xia, Aristides (Aris) Moustakas, Sen Pei

Frontiers Media SA

Science Applied Mathematics and Statistics Dynamical Systems

Keywords: COVID-19,­Epidemic spreading,­pattern recognition,­mathematical modelling,­Transmission dynamics,­Disease Prediction