Biography

Ani Calinescu is Associate Professor of Computer Science in the Department of Computer Science and an Official Fellow (Artificial Intelligence and Machine Learning), Reuben College, University of Oxford. She is also a Turing Fellow at The Alan Turing Institute, London. Ani has a Computer Science degree from the Technical University of Iasi, Romania, and a DPhil in Engineering Science from the University of Oxford.

Ani's main research area is Modelling and Reasoning about Complex Systems. Her research interests are fundamentally interdisciplinary, and include: supply chains and financial systems; agent-based modelling; digital twins; systemic risk. Her recent work includes applying Machine Learning techniques to identify behavioural patterns in supply chain and financial market data; and building, validating and calibrating large-scale agent-based models of complex systems.

She has recently been a Principal Investigator on "A demonstrator and reference framework IoT-based Supply Chain Digital Twin" UKRI Pitch-In project, in collaboration with Cambridge University and Schlumberger; and a Co-Investigator on two projects funded by JP Morgan Chase AI Faculty Research Awards. Ani was also a General Co-Chair and Program Co-Chair of the 2nd ACM International Conference on AI in Finance (ICAIF'21), and is a member of the Organizing Committee of the AI4ABM@ICML2022 Workshop.

She is currently a Co-Investigator on a 5-year UKRI-funded Turing AI Fellowship on Robust Agent-Based Modelling at Scale, with Michael Wooldridge (PI), Doyne Farmer (Co-I), and major industrial collaborators.

Recent Publications

Sept 2024
INET Working Paper
No. 2024-06 - Forecasting Macroeconomic Dynamics using a Calibrated Data-Driven Agent-based Model
Samuel Wiese ,  Jagoda Kaszowska-Mojsa ,  Joel Dyer ,  Jose Moran ,  Marco Pangallo ,  François Lafond ,  John Muellbauer ,  Anisoara Calinescu ,  J. Doyne Farmer
Jan 2024
Working Paper
Interventionally consistent surrogates for agent-based simulators
Joel Dyer ,  Nicholas Bishop ,  Yorgos Felekis ,  Fabio Massimo Zennaro ,  Anisoara Calinescu ,  Theodoros Damoulas ,  Michael Wooldridge
Jan 2024
Paper
Population synthesis as scenario generation for simulation-based planning under uncertainty
Joel Dyer ,  Arnau Quera-Bofarull ,  Nicholas Bishop ,  J. Doyne Farmer ,  Anisoara Calinescu ,  Michael Wooldridge
Nov 2023
Journal
Gradient-assisted calibration for financial agent-based models
in Proceedings of the Fourth ACM International Conference on AI in Finance (ICAIF '23)
Joel Dyer ,  Arnau Quera-Bofarull ,  Ayush Chopra ,  J. Doyne Farmer ,  Anisoara Calinescu ,  Michael Wooldridge
Oct 2023
Journal
Black-box inference for differentiable simulators
in Journal of Open Source Software
Arnau Quera-Bofarull ,  Joel Dyer ,  Anisoara Calinescu ,  J. Doyne Farmer ,  Michael Wooldridge
May 2023
Paper
Bayesian calibration of differentiable agent-based models
Arnau Quera-Bofarull ,  Ayush Chopra ,  Anisoara Calinescu ,  Michael Wooldridge ,  Joel Dyer
Jun 2021
Journal
How market ecology explains market malfunction
in Proceedings of the National Academy of Sciences
Maarten Scholl ,  Anisoara Calinescu ,  J. Doyne Farmer

Recent Events

23 Nov 23
14:00
Joel Dyer

Programme Teams