Discovering causal relations and equations from data

G Camps-Valls, A Gerhardus, U Ninad, G Varando… - Physics Reports, 2023 - Elsevier
Physics is a field of science that has traditionally used the scientific method to answer
questions about why natural phenomena occur and to make testable models that explain the …

The science of belief: A progress report

N Porot, E Mandelbaum - Wiley Interdisciplinary Reviews …, 2021 - Wiley Online Library
The empirical study of belief is emerging at a rapid clip, uniting work from all corners of
cognitive science. Reliance on belief in understanding and predicting behavior is …

[图书][B] Representation in cognitive science

N Shea - 2018 - library.oapen.org
" Our thoughts are meaningful. We think about things in the outside world; how can that be
so? This is one of the deepest questions in contemporary philosophy. Ever since …

[图书][B] Idealization and the Aims of Science

A Potochnik - 2019 - degruyter.com
Science is the study of our world, as it is in its messy reality. Nonetheless, science requires
idealization to function—if we are to attempt to understand the world, we have to find ways to …

Brain disorders? Not really: Why network structures block reductionism in psychopathology research

D Borsboom, AOJ Cramer, A Kalis - Behavioral and Brain Sciences, 2019 - cambridge.org
In the past decades, reductionism has dominated both research directions and funding
policies in clinical psychology and psychiatry. The intense search for the biological basis of …

Transparency in algorithmic and human decision-making: is there a double standard?

J Zerilli, A Knott, J Maclaurin, C Gavaghan - Philosophy & Technology, 2019 - Springer
We are sceptical of concerns over the opacity of algorithmic decision tools. While
transparency and explainability are certainly important desiderata in algorithmic …

[图书][B] Because without cause: Non-casual explanations in science and mathematics

M Lange - 2016 - books.google.com
Not all scientific explanations work by describing causal connections between events or the
world's overall causal structure. Some mathematical proofs explain why the theorems being …

[图书][B] The epistemic role of consciousness

D Smithies - 2019 - books.google.com
What is the role of consciousness in our mental lives? Declan Smithies argues here that
consciousness is essential to explaining how we can acquire knowledge and justified belief …

[图书][B] Simulation and similarity: Using models to understand the world

M Weisberg - 2013 - books.google.com
In the 1950s, John Reber convinced many Californians that the best way to solve the state's
water shortage problem was to dam up the San Francisco Bay. Against massive political …

[图书][B] Supersizing the mind: Embodiment, action, and cognitive extension

A Clark - 2010 - books.google.com
When historian Charles Weiner found pages of Nobel Prize-winning physicist Richard
Feynman's notes, he saw it as a" record" of Feynman's work. Feynman himself, however …