Cyber Physical Uncertainties29 luglio 2021Cyber-physical systems are exposed to multiple uncertainties due to mixing software and hardware...
Patenting in 4IR Technologies and Firm Performance23 giugno 2021We investigate whether firm performance is related to the accumulated stock of technological...
Constrained Deep Learning for System Identification and Differentiable Predictive Control of Nonlinear Systems17 giugno 2021We present a differentiable predictive control (DPC) methodology for learning dynamics and...
Uncovering seeds9 giugno 2021We provide the theoretical foundations for a new estimation algorithm that non-parametrically...
Can we trust the algorithms that recommend products online? Theory and practice of recommender systems.19 maggio 2021Upon logging into their Netflix, Amazon or Spotify accounts, consumers are usually greeted with...
Mapping flows on weighted and directed networks with incomplete observations12 maggio 2021Detecting significant community structure in networks with incomplete observations is challenging...
Global Value Chains and the Removal of Trade Protection5 maggio 2021This paper examines how trade protection is affected by changes in the value-added content of...
Random Networks and Geometries in Physics22 aprile 2021Physicists have long speculated that spacetime at the very shortest scales may not be a continuum...
Tasks, Occupations, and Wage Inequality in an Open Economy21 aprile 2021This paper documents and theoretically explains a nexus between globalization and wage inequality...
Rapid evolution of diversified survival strategies in bacterial communities15 aprile 2021Ecological and evolutionary dynamics have been historically regarded as unfolding at broadly...