Mario Krenn

Mario Krenn

University of Toronto

H-index: 40

North America-Canada

About Mario Krenn

Mario Krenn, With an exceptional h-index of 40 and a recent h-index of 39 (since 2020), a distinguished researcher at University of Toronto, specializes in the field of physics, quantum physics, artificial intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Quantum interference between distant creation processes

Virtual Reality for Understanding Artificial-Intelligence-driven Scientific Discovery with an Application in Quantum Optics

Deep quantum graph dreaming: Deciphering neural network insights into quantum experiments

Forecasting high-impact research topics via machine learning on evolving knowledge graphs

Experimental solutions to the high-dimensional mean king’s problem

Recent advances in the Self-Referencing Embedding Strings (SELFIES) library

Digital discovery of 100 diverse quantum experiments with PyTheus

Multiphoton non-local quantum interference controlled by an undetected photon

Mario Krenn Information

University

Position

Vector Institute for Artificial Intelligence

Citations(all)

8147

Citations(since 2020)

6463

Cited By

3811

hIndex(all)

40

hIndex(since 2020)

39

i10Index(all)

60

i10Index(since 2020)

58

Email

University Profile Page

University of Toronto

Google Scholar

View Google Scholar Profile

Mario Krenn Skills & Research Interests

physics

quantum physics

artificial intelligence

Top articles of Mario Krenn

Title

Journal

Author(s)

Publication Date

Quantum interference between distant creation processes

Phys. Rev. Research 6, 013294

Johannes Pseiner

Manuel Erhard

Mario Krenn

2023/4/7

Virtual Reality for Understanding Artificial-Intelligence-driven Scientific Discovery with an Application in Quantum Optics

arXiv preprint arXiv:2403.00834

Philipp Schmidt

Sören Arlt

Carlos Ruiz-Gonzalez

Xuemei Gu

Carla Rodríguez

...

2024/2/20

Deep quantum graph dreaming: Deciphering neural network insights into quantum experiments

Machine Learning: Science and Technology

Tareq Jaouni

Sören Arlt

Carlos Ruiz-Gonzalez

Ebrahim Karimi

Xuemei Gu

...

2024/2/15

Forecasting high-impact research topics via machine learning on evolving knowledge graphs

arXiv preprint arXiv:2402.08640

Xuemei Gu

Mario Krenn

2024/2/13

Experimental solutions to the high-dimensional mean king’s problem

Optica Quantum

Tareq Jaouni

Xiaoqin Gao

Sören Arlt

Mario Krenn

Ebrahim Karimi

2023/12/25

Recent advances in the Self-Referencing Embedding Strings (SELFIES) library

Alston Lo

Robert Pollice

AkshatKumar Nigam

Mario Krenn

Andrew D White

...

2023

Digital discovery of 100 diverse quantum experiments with PyTheus

Quantum

Carlos Ruiz-Gonzalez

Sören Arlt

Jan Petermann

Sharareh Sayyad

Tareq Jaouni

...

2023/12/12

Multiphoton non-local quantum interference controlled by an undetected photon

Nature Communications

Kaiyi Qian

Kai Wang

Leizhen Chen

Zhaohua Hou

Mario Krenn

...

2023/3/17

Digital Discovery of interferometric Gravitational Wave Detectors

arXiv preprint arXiv:2312.04258

Mario Krenn

Yehonathan Drori

Rana X Adhikari

2023/12/6

Method and system for efficient quantum optical design using non-linear mappings

2023/2/9

Forecasting the future of artificial intelligence with machine learning-based link prediction in an exponentially growing knowledge network

Nature Machine Intelligence

Mario Krenn

Lorenzo Buffoni

Bruno Coutinho

Sagi Eppel

Jacob Gates Foster

...

2023/10/16

On-chip quantum interference between the origins of a multi-photon state

Optica

Lan-Tian Feng

Ming Zhang

Di Liu

Yu-Jie Cheng

Guo-Ping Guo

...

2023/1/20

XLuminA: An Auto-differentiating Discovery Framework for Super-Resolution Microscopy

arXiv preprint arXiv:2310.08408

Carla Rodríguez

Sören Arlt

Leonhard Möckl

Mario Krenn

2023/10/12

Artificial intelligence and machine learning for quantum technologies

Mario Krenn

Jonas Landgraf

Thomas Foesel

Florian Marquardt

2023/1/3

Roadmap on structured waves

Journal of Optics

Konstantin Y Bliokh

Ebrahim Karimi

Miles J Padgett

Miguel A Alonso

Mark R Dennis

...

2023/8/30

Phase anomaly brings quantum implications

Nature Photonics

Xuemei Gu

Mario Krenn

2022/12

Curiosity in exploring chemical spaces: intrinsic rewards for molecular reinforcement learning

Machine Learning: Science and Technology

Luca A Thiede

Mario Krenn

AkshatKumar Nigam

Alan Aspuru-Guzik

2022/7/25

Digital discovery of a scientific concept at the core of experimental quantum optics

arXiv preprint arXiv:2210.09981

Sören Arlt

Carlos Ruiz-Gonzalez

Mario Krenn

2022/10/18

Quantum indistinguishability by path identity and with undetected photons

Armin Hochrainer

Mayukh Lahiri

Manuel Erhard

Mario Krenn

Anton Zeilinger

2022/6/21

SELFIES and the future of molecular string representations

Mario Krenn

Qianxiang Ai

Senja Barthel

Nessa Carson

Angelo Frei

...

2022/10/14

See List of Professors in Mario Krenn University(University of Toronto)

Co-Authors

H-index: 146
Anton Zeilinger

Anton Zeilinger

Universität Wien

H-index: 118
Alan Aspuru-Guzik

Alan Aspuru-Guzik

University of Toronto

H-index: 37
Mehul Malik

Mehul Malik

Heriot-Watt University

H-index: 35
Sven Ramelow

Sven Ramelow

Humboldt-Universität zu Berlin

H-index: 32
Pascal Friederich

Pascal Friederich

Karlsruher Institut für Technologie

H-index: 20
Radek Lapkiewicz

Radek Lapkiewicz

Uniwersytet Warszawski

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