For more details about the Monte Carlo String/M-theory Collaboration, see the github page MCSMC.

##### Enrico Rinaldi

###### Research Scientist

My research interests include artificial intelligence and quantum computing applied to particle physics and quantum many-body systems.

### Related

- Matrix Model simulations using Quantum Computing, Deep Learning, and Lattice Monte Carlo
- Gauged and Ungauged: A Nonperturbative Test
- Toward Holographic Reconstruction of Bulk Geometry from Lattice Simulations
- Quantum gravity in the lab. Matrix quantum mechanics meets quantum computing
- Quantum gravity in the lab. Quantum computing and deep learning solutions

## Publications

We study the two matrix models using deep learning methods and quantum simulations. We benchmark the results against lattice Monte Carlo simulations.

Enrico Rinaldi,
Xizhi Han,
Mohammad Hassan,
Yuan Feng,
Franco Nori,
Michael McGuigan,
Masanori Hanada

We study the thermodynamics of the ‘ungauged’ D0-brane matrix model by Monte Carlo simulation. Our results appear to be consistent with the conjecture by Maldacena and Milekhin.

Enrico Rinaldi,
Evan Berkowitz,
Masanori Hanada,
Pavlos Vranas

A black hole described in SU(N) gauge theory consists of N D-branes. As a proof of the concept, we perform an explicit calculation in the matrix model dual to the black zero-brane in type IIA string theory. We study the geometry of the black hole in this dual representation using lattice Monte Carlo simulations.

Enrico Rinaldi,
Evan Berkowitz,
Masanori Hanada,
Jonathan Maltz,
Pavlos Vranas

## Events

Matrix quantum mechanics plays various important roles in theoretical physics, such as a holographic description of quantum black …

May 18, 2022 1:00 PM — 2:30 PM
Komaba Particle Theory group at the University of Tokyo, Japan

Dec 13, 2021 3:06 PM
ML4PS Workshop - Organized during Neurips 2021

Enrico Rinaldi,
Xizhi Han

Matrix quantum mechanics plays various important roles in theoretical physics, such as a holographic description of quantum black …

Nov 8, 2021 9:07 AM — Nov 12, 2021 9:07 AM
QTML 2021 - Virtual conference (Zoom) - Hosted by RIKEN and RIKEN AIP

Matrix quantum mechanics plays various important roles in theoretical physics, such as a holographic description of quantum black …

Nov 3, 2021 10:00 PM — 11:00 PM
Fundamental Particle Physics group at the University of Liverpool, UK

Oct 26, 2021 4:00 PM — 5:00 PM
NSCL/FRIB Theory Seminar, Michigan State University, East Lansing, MI, USA

Quantum mechanics is at the core of our understanding of the subatomic world. Moreover, it is driving a new industry based on quantum …

Oct 21, 2021 4:00 PM — 5:00 PM
AI Paper Reading, Special Session, Infineon Technologies, Munich, Germany

Can we use quantum computing to answer important questions in quantum field theory? Once we can formulate the problem on a quantum …

Oct 20, 2021 4:00 PM — 5:00 PM
Joint workshop on Quantum Computing, R-CCS, IHPC, CQT, NSCC, Singapore

Sep 22, 2021 4:00 PM — 5:00 PM
Computational Quantum Science Laboratory, EPFL, Lausanne

Lattice field theories are a useful tool to define gauge theories in their non- perturbative regime. At the same time, the …

Jul 24, 2019 11:00 AM — 11:00 AM
OIST, Okinawa Institute of Science and Technology Graduate University