Feb 2023
Working Paper

Approximate Bayesian Computation with Path Signatures
Joel Dyer , Patrick Cannon , Sebastian M Schmon

Jan 2023
INET Working Paper

No. 2022-02 - Reconstructing production networks using machine learning
Luca Mungo , François Lafond , Pablo Astudillo-Estévez , J. Doyne Farmer

Jan 2023
Working Paper

Innovation in times of Covid-19
Torsten Heinrich , Jangho Yang

Dec 2022
Paper

The unequal effects of the health-economy tradeoff during the COVID-19 pandemic
Marco Pangallo , Alberto Aleta , R. Maria Del Rio Chanona , Anton Pichler , David Martin-Corral , Matteo Chinazzi , François Lafond , Marco Ajelli , Esteban Moro , Yamir Moreno , Alessandro Vespignani , J. Doyne Farmer

Dec 2022
Journal

TRISK - A Climate Stress Test for Transition Risk
in SSRN Electronic Journal
Moritz Baer , Ben Caldecott , Jacob Kastl , Alissa M. Kleinnijenhuis , Nicola Ranger

Dec 2022
INET Working Paper

No.2022-28 - Counterparty choice, maturity shifts and market freezes: lessons from the e-MID interbank market
Susanna Saroyan

Oct 2022
INET Working Paper

No. 2022-27 - Using data-driven systems mapping to contextualise complexity economics insights
Fernanda Senra de Moura , Peter Barbrook-Johnson

Oct 2022
Paper

Towards Evology: a Market Ecology Agent-Based Model of US Equity Mutual Funds
Aymeric Vié , Maarten Scholl , Alissa M. Kleinnijenhuis , J. Doyne Farmer

Sept 2022
Journal

Forecasting the propagation of pandemic shocks with a dynamic input-output model
in Journal of Economic Dynamics and Control
Anton Pichler , Marco Pangallo , R. Maria del Rio-Chanona , François Lafond , J. Doyne Farmer

Sept 2022
Journal

Empirically grounded technology forecasts and the energy transition
in Joule
Rupert Way , Matthew Ives , Penny Mealy , J. Doyne Farmer

Aug 2022
INET Working Paper

No. 2022-25 - Could Spain be less different? Exploring the effects of macroprudential policy on the house price cycle
Adrián Carro

Aug 2022
Journal

Measuring corporate Paris Compliance using a strict science-based approach
in Nature Communications
Sapphira Rekker , Matthew Ives , Belinda Wade , Chris Greig , Lachlan Webb

Aug 2022
INET Working Paper

No. 2022-23 - Quantifying the structure of controversial discussions with unsupervised methods: a look into the Twitter climate change conversation
Blas Kolic , Fabián Aguirre-López , Sergio Hernández-Williams , Guillermo Garduño-Hernández

Aug 2022
Journal

The Ethics of Agent-Based Social Simulation
in Journal of Artificial Societies and Social Simulation
David Anzola , Peter Barbrook-Johnson , Nigel Gilbert

Aug 2022
Journal

Knowledge for a warmer world: A patent analysis of climate change adaptation technologies
in Technological Forecasting and Social Change
Kerstin Hötte , Su Jung Jee

Jul 2022
Journal

Calibrating Agent-based Models to Microdata with Graph Neural Networks
in ICML 2022 Workshop on AI for Agent-based Modelling
Joel Dyer , Patrick Cannon , J. Doyne Farmer , Sebastian M Schmon

Jul 2022
Journal

Heterogeneous effects and spillovers of macroprudential policy in an agent-based model of the UK housing market
in Industrial and Corporate Change
Adrián Carro , Marc Hinterschweiger , Arzu Uluc , J. Doyne Farmer

Jul 2022
Journal

Can Stimulating Demand Drive Costs Down? World War II as a Natural Experiment
in The Journal of Economic History
François Lafond , Diana Greenwald , J. Doyne Farmer

Jul 2022
Paper

Evology: an Empirically-Calibrated Market Ecology Agent-Based Model for Trading Strategy Search
Aymeric Vié , Maarten Scholl , J. Doyne Farmer

Jul 2022
Book

Systems Mapping: How to build and use causal models of systems
Peter Barbrook-Johnson , Alexandra S. Penn

Jun 2022
INET Working Paper

No. 2022-10 - Agent-Based Modeling in Economics and Finance: Past, Present, and Future
Robert Axtell , J. Doyne Farmer

Jun 2022
Journal

Valuing the Future and Discounting in Random Environments: A Review
in Entropy
Jaume Masoliver , Miquel Montero , Josep Perelló , J. Doyne Farmer , John Geanakoplos

Jun 2022
INET Working Paper

No. 2022-07 - The Great Carbon Arbitrage
Tobias Adrian , Patrick Bolton , Alissa M. Kleinnijenhuis

May 2022
INET Working Paper

No. 2022-08 - Why is productivity slowing down?
Ian Goldin , Pantelis Koutroumpis , François Lafond , Julian Winkler

May 2022
Paper

Accounting for variety
Julian Winkler

May 2022
Video

'From swimming in data to drowning' with Prof Robert Axtell
Robert Axtell

May 2022
Video

Tipping elements discussion series - Tipping towards positive social change
J. Doyne Farmer

Apr 2022
INET Working Paper

No. 2019-14 - Measuring productivity dispersion: a parametric approach using the Lévy alpha-stable distribution
Jangho Yang , Torsten Heinrich , Julian Winkler , François Lafond , Pantelis Koutroumpis , J. Doyne Farmer

Apr 2022
Journal

Estimating initial conditions for dynamical systems with incomplete information
in Nonlinear Dynamics
Blas Kolic , Juan Sabuco , J. Doyne Farmer

Mar 2022
Journal

Modelling COVID-19 contagion: risk assessment and targeted mitigation policies
in Royal Society Open Science
Rama Cont , Artur Kotlicki , Renyuan Xu

Feb 2022
Journal

Staring at the Abyss: a neurocognitive grounded agent-based model of collective-risk social dilemma under the threat of environmental disaster
in Journal of Economic Interaction and Coordination
Danilo Liuzzi , Aymeric Vié

Feb 2022
Journal

Amortised likelihood-free inference for expensive time-series simulators with signatured ratio estimation
in 25th International Conference on Artificial Intelligence and Statistics (AISTATS)
Joel Dyer , Patrick Cannon , Sebastian M Schmon

Publications