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How Costly was the Crisis of the 1990s? A Comparative Analysis of the deepest Crises in Finland and Sweden over the last 130 Years

In the 1990s the world economy was hit by a series of unusually deep crises with far-reaching consequences, the first of which occurred in Finland and Sweden. This paper compares the cost of the crisis of the 1990s with the costs caused by all major crises and depressions since the 1870s in the two Nordic countries. First, it constructs a crisis chronology for Finland and Sweden. Second, it estima

Deep Learning Approach to Material Properties

In this thesis, we consider a deep learning approach to predict material properties. Primarily we study artificial neural networks (ANN), which predict the energy distance to the convex hull (measure of stability) of perovskites. Further, we explore if the networks can be generalised to predict band gaps and unit cell volume. We also demonstrate total energy calculations using density functional t

Neural pattern classification tracks transfer-appropriate processing in episodic memory

The transfer-appropriate processing (TAP) account holds that episodic memory depends on the overlap between encoding and retrieval processing (e.g., perceptual or conceptual). In the current study, we employed multivariate pattern analysis (MVPA) of electroencephalography to examine the relevance of spontaneously engaged processing during encoding for later retrieval. Participants encoded word-pic

Neural pattern classification tracks transfer-appropriate processing in episodic memory

The transfer-appropriate processing (TAP) account holds that episodic memory depends on the overlap between encoding and retrieval processing. In the current study, we employed multivariate pattern analysis (MVPA) of electroencephalography to examine the relevance of spontaneously engaged visual processing during encoding for later retrieval. Human participants encoded word- picture associations,