The philosophy and epistemology of simulation: A review

T Grüne-Yanoff, P Weirich - Simulation & Gaming, 2010 - journals.sagepub.com
The philosophical literature on simulations has increased dramatically during the past 40
years. Many of its main topics are epistemological. For example, philosophers consider how …

Moving alcohol prevention research forward—Part I: Introducing a complex systems paradigm

Y Apostolopoulos, MK Lemke, AE Barry, KH Lich - Addiction, 2018 - Wiley Online Library
Background and aims The drinking environment is a complex system consisting of a number
of heterogeneous, evolving and interacting components, which exhibit circular causality and …

Agent‐based modeling and simulation for the circular economy: Lessons learned and path forward

J Walzberg, JM Frayret, AL Eberle… - Journal of Industrial …, 2023 - Wiley Online Library
Circular economy aims at decoupling human activities from resource use and creating
wealth. However, many have questioned the link between increased circularity and …

[图书][B] Calculated surprises: A philosophy of computer simulation

J Lenhard - 2019 - books.google.com
If all philosophy starts with wondering, then Calculated Surprises starts with wondering
about how computers are changing the face and inner workings of science. In this book …

The importance of understanding deep learning

T Räz, C Beisbart - Erkenntnis, 2024 - Springer
Some machine learning models, in particular deep neural networks (DNNs), are not very
well understood; nevertheless, they are frequently used in science. Does this lack of …

Opacity thought through: On the intransparency of computer simulations

C Beisbart - Synthese, 2021 - Springer
Computer simulations are often claimed to be opaque and thus to lack transparency. But
what exactly is the opacity of simulations? This paper aims to answer that question by …

Potentialities and limitations of agent-based simulations

G Manzo, T Matthews - Revue française de sociologie, 2014 - cairn-int.info
This article has a general goal: it provides an overview of the main theoretical and
methodological dimensions structuring the field of research that is based on agent-based …

[HTML][HTML] Explanation in agent-based modelling: Functions, causality or mechanisms?

C Elsenbroich - Journal of Artificial Societies and Social Simulation, 2012 - jasss.org
What kind of knowledge can we obtain from agent-based models? The claim that they help
us to study the social world needs unpacking. I will defend agent-based modelling against a …

How can computer simulations produce new knowledge?

C Beisbart - European journal for philosophy of science, 2012 - Springer
It is often claimed that scientists can obtain new knowledge about nature by running
computer simulations. How is this possible? I answer this question by arguing that computer …

[PDF][PDF] Экономическая методология сегодня: краткий обзор основных направлений

ИА Болдырев - Журнал Новой экономической ассоциации, 2011 - ces.hse.ru
В этой обзорной статье рассматривается состояние современной экономической
методологии. Кратко описана структура этой области знания, ее институциональное …