The traditional Bayes' rule lays the foundation for causal reasoning and finding relations
between cause (input) and effect (output). This causal reasoning is universally applied to all …

There is no sharp dividing line between the foundations of physics and philosophy of
physics. This is especially true for quantum mechanics. The debate on the interpretation of …

Since Bell's theorem, it is known that local realism fails to explain quantum phenomena. Bell
inequality violations manifestly show the incompatibility of quantum theory with classical …

This paper presents a framework for quantum causal modeling based on the interpretation
of causality as a relation between an observer's probability assignments to hypothetical or …

Quantum mechanics challenges our intuition on the cause-effect relations in nature. Some
fundamental concepts, including Reichenbach's common cause principle or the notion of …

I briefly sketch Bohm's causal interpretation (BCI) and its solution to the measurement
problem. Crucial to BCI's no-collapse account of both ideal and non-ideal measurement is …

The nondeterministic character of quantum measurement can, and should, be taken to imply
a deeper 'hidden variable'description of a system, which reproduces quantum theory when …

Inferring causal relations from experimental observations is of primal importance in science.
Instrumental tests provide an essential tool for that aim, as they allow one to estimate causal …

Reichenbach's principle asserts that if two observed variables are found to be correlated,
then there should be a causal explanation of these correlations. Furthermore, if the …

Inferring causal relations from empirical data is a central task in any scientific inquiry. To that
aim, a mathematical theory of causality has been developed, not only stating under which …