4 papers
Electricity price forecasting across Norway's five bidding zones in the post-crisis era
My Thi Diem Phan, Trung Tuyen Truong, Hoai Phuong Ha +1
Norway's electricity market is heavily dominated by hydropower, but the 2021-2022 energy crisis and stronger integration with Continental Europe have fundamentally altered price fo…
Toward Practical Forecasts of Public Sentiments via Convexification for Mean Field Games: Evidence from Real World COVID-19 Discussion Data
Shi Chen, Michael V. Klibanov, Kevin McGoff +3
We apply a convexification-based numerical method to forecast public sentiment dynamics using Mean Field Games (MFGs). The theoretical foundation for the convexification approach,…
Forecasting Public Sentiments via Mean Field Games
Michael V. Klibanov, Kevin McGoff, Trung Truong
Motivated by the goal of forecasting public sentiments, we consider a forecasting problem in the context of the Mean Field Games theory. We develop a numerical method, which is a v…
The Carleman Contraction Mapping Method for a Coefficient Inverse Problem of the Epidemiology
Michael V. Klibanov, Trung Truong
It is proposed to monitor spatial and temporal spreads of epidemics via solution of a Coefficient Inverse Problem for a system of three coupled nonlinear parabolic equations. To so…